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Sergey Nazarov: Chainlink, Smart Contracts, and Oracle Networks | Lex Fridman Podcast #181


small model | large model

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The following is a conversation with Sergei Nazarov,
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CEO of Chainlink, which is a decentralized Oracle network
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that provides data to smart contracts.
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He and his team have done seminal research
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and engineering in the space of smart contracts.
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Check out the Chainlink 2.0 white paper
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that I found to be a great overview
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of their technology and vision.
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It's 136 pages, but very accessible.
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Quick mention of our sponsors.
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Wine Access, Athletic Greens, Magic Spoon, Indeed,
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and BetterHelp.
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Check them out in the description
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to support this podcast.
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As a side note, let me say that
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externally connected smart contracts
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that combine the ocean of data out there
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with the security of the blockchain are fascinating to me,
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both technically and philosophically.
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Data is knowledge, and knowledge is power.
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I think the more reliable data sources we integrate
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into our decision making,
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especially when those decisions are executed by programs,
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the more efficient and productive our decisions become.
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There are interactions between humans
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that should not be formalized digitally,
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like love, for example, but for all the others,
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there's no reason for smart contracts
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not to automate away the menial parts of life,
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making more room for good conversation over brisket
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and maybe some vodka with old and new friends.
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This is the Lex Friedman podcast,
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and here is my conversation with Sergey Nazarov.
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Is that Jozsik there?
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So I gave away everything I own a few times in my life,
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and he accidentally survived,
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and I don't like stuffed animals.
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What I really liked about, I got him in a thrift store.
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What I liked about him is,
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because I'd never seen a stuffed animal
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that looks pissed off at life.
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Like they're usually smiling in the dumbest of ways,
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and this guy was just pissed.
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Yeah, I gotta tell you, that's actually pretty funny.
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I like this guy.
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If you had to live only in the digital world
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or the physical world, which would you choose?
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So I think this is actually a question
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more about what the fidelity of the digital world would be
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versus the physical world.
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I think this type of question,
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this whole simulation thing actually comes from papers
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about 20, 30 years ago in the philosophical world
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where people tried to make this thought experiment
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of would you be comfortable
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if everything that was happening to you
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happened in a simulation?
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What they were trying to do
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is they were intuitively trying to understand
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is there some kind of intuitive personal connection
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we have to something being the real world, right?
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And then the Matrix movie actually came out of these papers,
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and then these ideas made their way
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into the public consciousness.
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I personally think that if I had the choice
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to be in the digital world at the same fidelity
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as the real world with immortality,
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I would absolutely go with the digital.
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Wait, wait, wait, wait, wait.
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How'd you add the immortality part?
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That's a, you don't get immortality.
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If you think about how we would go
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into the digital world, right?
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Our brain patterns would be mapped
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onto some kind of probably virtual machine, right?
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And that would mean immortality, right?
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Because the virtual machine has no limit
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to how long it can exist.
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So don't you think there'll be like a versioning system?
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Like there'll be, this is a soft fork
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versus hard fork question.
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Whether Sergei version 2.0 would be different
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from Sergei version 1.0, there'll be an upgrade.
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So that's a mortality.
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Sergei 1.0 would die in the digital world.
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And you get like a software update, and then that's it.
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Well, yeah, when people go into the Star Trek transporter,
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are they killed or are they transported?
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I don't really know.
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I haven't written any papers on this.
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I haven't really thought about it too much.
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There's no white paper on the transporter.
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Not at this point, so.
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Well, what does fidelity mean exactly to you?
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Is it like strictly, so the fidelity of the physics world,
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the physical world is maybe now questions of physics,
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quantum mechanics, what is at the bottom of it all?
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Or do you mean the fidelity of the actual experience?
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Like the original state? It's just perception.
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It's just perception.
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But that's limited by human cognitive capabilities.
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It is, but I don't really have anything else, right?
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I think all of these papers
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that brought up these questions of assimilation,
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they were like in epistemology and metaphysics.
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And what they were trying to do, I think,
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was they were trying to put people
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through a thought experiment
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where they would come out on the other end
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and say the reality of life is really worth something.
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And I don't, you know, ignorance isn't bliss,
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which is that consistent statement in the matrix, right?
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Ignorance is bliss is that that's what one of the guys says
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when he's like, you know, doing something wrong
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and trying to get back into the matrix.
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And the question is, is ignorance bliss?
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And it's like a different version of that.
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I think from a perceptual point of view,
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if my perceptions aren't in any way different,
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so fidelity is very good, it doesn't matter.
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I don't know, right?
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So if I don't know something, it doesn't really exist.
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And if it doesn't exist in my perception
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or my consciousness, then it doesn't exist,
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period, for me, at least.
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And then whether it exists in some, you know,
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more metaphysical version of things,
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I personally never really got into the metaphysics stuff
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because I could never really,
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I couldn't understand what the point of it was, right?
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It's one of these things where I couldn't really get
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what the practical application of it was.
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And this is from those realm of questions, right?
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Like if there was something about the world,
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but you didn't have a capacity to perceive it,
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would it matter to you?
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To me, it wouldn't matter.
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Right, to me, by the way, the simulation thing
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is a really interesting engineering question,
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which is how difficult is it to engineer a virtual reality,
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a digital world that is sufficiently of high fidelity
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where you would want to live in it?
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I think that's a really testable
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and a fascinating engineering question.
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So my intuition says like,
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it's not as difficult as we think.
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It's not nearly as difficult as having to create
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a quantum mechanical simulation that's large enough
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to capture the full human experience.
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Like it might be just as simple
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as just a really nice quake game,
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like with a nice engine,
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with just creating all the basic visual elements
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that trick our cognitive, our visual cortex
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into believing that we're actually
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in the physical environment.
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And I think that if that's true,
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then that's quite a high fidelity digital world
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is actually achievable within a century.
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And that changes things.
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Yeah, yeah, maybe in our lifetime.
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I'm really hoping for that.
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I'm hoping somebody can copy my brainwaves
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onto a virtual machine and allow that consciousness
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to continue to exist.
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Whether that's death or not, I don't know.
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But I think it's actually gonna require some serious leaps.
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Like even the VR headsets, right?
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They don't work if they go below 90 frame rates, right?
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People start getting freaked out.
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So you have to go from one gaming screen
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of 60 frames per second
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to two screens of 90 frames per second.
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And so people's hardware today can't even handle that.
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And that's for these two little screens by your eyeballs.
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What it's gonna take to completely trick my consciousness
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into not knowing the difference
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in terms of like all the sensory inputs.
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I'm keeping my fingers crossed.
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Whoever does that and is close to doing that,
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they should contact me.
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I want to have my brainwaves turned into a virtual machine.
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Would you in that context, if Morpheus came to you,
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would you take the blue pill or the red pill?
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Meaning, would you be happy just living in that world
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and not knowing that you're living inside that virtual world
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that's running a computer?
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Or would you want to know the truth of it?
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Well, actually I think that's a very different question,
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right?
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There's a actually moral ethical question there
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about whether you should allow a bunch of people
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to get manipulated and killed and slaved,
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because in the matrix they're all enslaved
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as like a AAA battery
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to turn a human being into the battery, right?
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So I think the moral and ethical question of that,
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fascinating enough, isn't actually different
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than the moral and ethical questions we face today
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in modern daily life.
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But I probably have given the choice
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of just completely going along or going against it.
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I would probably go against it
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if I had to make this kind of binary choice.
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Because going along with it,
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I think at that scale of scary stuff happening to people
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is probably something really, really, really difficult.
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But for your individual life,
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it's way more fun to go along with it.
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So you're saying you value the opposing a system
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that includes the suffering of others
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versus just for yourself enjoying the ride.
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I mean, if there is such a binary choice,
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why choose to oppose the system?
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I think it's the nature of kind of the ethical dilemma
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that you face in that situation.
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There's kind of some,
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this is obviously not something that's happening now, right?
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We don't know this, right?
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No, we don't know this.
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At the end of the day,
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at that scale of something like that happening,
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yeah, that scale of people being manipulated and harmed,
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then I think pretty much almost all people
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have an obligation to go against it.
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Probably that's what that looks like in my opinion.
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So you've talked about the concept of definitive truth.
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What is it?
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And in general, what is the nature of truth
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in human civilization?
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And just talking about the digital age,
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the nature of truth in the digital age.
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So the interesting thing about definitive truth
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is that it actually exists on this,
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at least in my mind on this spectrum
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between objective truth and just somebody made something up
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and nobody else agrees.
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So what I think definitive truth is,
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is it's somewhere in the middle on that spectrum
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where if you and me define what truth is, right?
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Like if you and me have an agreement of some kind
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and we say, as long as the weather is sunny
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or the weather isn't, there is no rain on that day,
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then there'll be an insurance policy that results
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and you and me both agree that as long as three sensors,
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three weather monitoring stations all say that,
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then the definitive truth for us and for that agreement
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is the result of those systems coming to consensus
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about what happened out in the real world.
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I think the objective truth definition
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from kind of the philosophical world
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is really, really stringent and very, very hard to attain.
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And that's not what this is.
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And that's actually not what commerce
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or the ability for people to interact about contracts needs.
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What I think the world of commerce needs is an upgrade
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from someone can unilaterally decide what the truth is
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to there can be a pre agreed set of conditions
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where we define what the truth is under those conditions.
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And then you and me basically say,
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if these 20 nodes or of these 30 data sources
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come to consensus within this method of consensus
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with this threshold of agreement,
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then definitive truth has been achieved for you and me
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in our relationship for this specific agreement
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and the specificity and our shared agreement
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to that kind of truth or that definitive truth
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being acceptable to both of us is probably
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what's kind of necessary and sufficient
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for everything to move forward in a better way.
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In any case, much better than,
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I'm a bank or an insurance company,
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I'm gonna unilaterally decide what happens.
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It's definitely an upgrade from that.
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Do you think it's possible to define formally in this way,
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a definitive truth for many things in this world?
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Like you talked about weather,
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basically defining that if three sensors of weather agree,
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then that we're going to agree that that is a definitive,
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useful truth for us to operate under.
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So how many things in this world
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can be formalized in this way, do you think?
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A huge amount.
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So there's actually two things going on here.
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One thing is the amount of data that already exists
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and the pieces of data coming off of markets,
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IOT, shipment of goods, any number of other things.
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Like even your YouTube channel has a certain amount
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of likes or a certain amount of clicks
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or a certain amount of views
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and even that's quantifiable.
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So even to a certain degree, what we do here today,
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you and me right now can be quantified
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as far as the amount of views, the amount of clicks,
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the amount of any number of other things.
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Yeah, you, the viewer, have power of data in your hands
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by clicking like or dislike right now
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or the subscribe button or the unsubscribe button,
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which I encourage you to do.
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Anyway, okay, so there's data flowing
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into all interactions in this world, there's data.
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There's more and more data, right?
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More and more data.
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More and more data.
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That data is more and more accessible to everybody
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and that accessibility and the fact that there's more of it
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means we can form more definitive truth proofs.
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We can form more and more proofs
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and as we form those proofs, well, we can provide them
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to these blockchains and smart contract systems
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that consume them and then they're tamper proof, right?
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So they can't be manipulated.
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And so now we've combined a system that can prove things
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with a system that guarantees a certain outcomes
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and we have a better system of contracts,
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which is actually an unbelievably powerful tool
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that has never existed before.
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Can we talk about the world of commerce and finance,
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decentralized finance?
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What is it, what's its promise
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from both the philosophical and technical perspective?
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If we just zoom in on that particular space
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of the digital world.
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Sure, so the decentralized finance is the instantiation
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of a specific type of smart contract, right?
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Or what I call hybrid smart contracts,
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which are these contracts that combine the on chain code
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together with the off chain proofs that something happened.
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They're called a hybrid
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because they basically use both of these systems, right?
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The blockchain and the proofs about what happened.
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And what DeFi is, is one specific type
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of hybrid smart contract that is taking
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on the contractual agreements you traditionally find
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in the global financial system, right?
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And that's basically the world of lending,
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the world of yield generation
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for people giving me or giving whoever their money
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and somebody giving back them yield back to them,
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which is what bonds do and what treasuries do
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and what a lot of the global financial markets do,
link |
00:15:16.120
as well as the ability to gain exposure and protection
link |
00:15:20.360
from different types of events and risks.
link |
00:15:23.000
That's a lot of what derivatives do, right?
link |
00:15:24.760
Derivatives allow us to say, hey, something's gonna happen.
link |
00:15:27.520
And I'm either gonna protect myself
link |
00:15:29.520
by getting paid if it happens,
link |
00:15:31.040
or I'm going to benefit from it happening
link |
00:15:33.280
by basically saying it's gonna happen,
link |
00:15:34.960
putting money down on that,
link |
00:15:36.120
and that prediction will get me a return.
link |
00:15:38.840
Now, that's a very large part
link |
00:15:41.640
of the global financial system,
link |
00:15:43.120
excluding all the stuff for global trade
link |
00:15:45.100
and letters of credit and all the stuff
link |
00:15:46.480
that facilitates international trade.
link |
00:15:48.320
So excluding that at least for now.
link |
00:15:50.920
So if we look at what decentralized finance does,
link |
00:15:53.560
it takes all of those agreements
link |
00:15:55.280
about generating yield, lending,
link |
00:15:57.420
and all of these types of things you find in global finance
link |
00:15:59.860
and the world of derivatives
link |
00:16:01.180
and a few other types of financial products.
link |
00:16:04.080
And it basically puts them into a different format, right?
link |
00:16:07.960
So the format you have for centralized financial agreements
link |
00:16:11.700
is that you go to a bank,
link |
00:16:13.360
even if you're a hedge fund,
link |
00:16:14.280
even if you're like the richest people,
link |
00:16:15.920
you go to a bank, they make a product for you,
link |
00:16:18.600
and you hope that they honor
link |
00:16:20.180
the product that they made for you.
link |
00:16:21.760
Or you do a deal with another hedge fund
link |
00:16:23.420
or whoever, some counterparty,
link |
00:16:25.580
and you hope that that deal is honored.
link |
00:16:28.440
Yep.
link |
00:16:29.280
And then a number of very freaky things start to take place.
link |
00:16:32.840
One of them is people don't have clarity
link |
00:16:36.700
about what the agreement is, right?
link |
00:16:38.880
So a lot of people don't know exactly
link |
00:16:41.160
what the agreement is between those parties
link |
00:16:44.980
because they can't actually see it.
link |
00:16:46.860
Sometimes agreements are kept very private
link |
00:16:48.860
or parts of them are kept private.
link |
00:16:50.440
And that keeps other counterparties,
link |
00:16:53.040
other people in the system
link |
00:16:53.880
from understanding what's going on.
link |
00:16:55.540
This is actually partly what happened
link |
00:16:56.960
with the mortgage crisis.
link |
00:16:58.200
The mortgage crisis in 2008 was basically,
link |
00:17:00.560
there were a lot of agreements, there were a lot of assets,
link |
00:17:02.720
but because the centralized financial system
link |
00:17:05.160
worked in such an opaque way,
link |
00:17:07.000
it was so unbelievably difficult
link |
00:17:08.600
to understand what was going on, right?
link |
00:17:11.080
And so that lack of understanding
link |
00:17:12.680
for the global financial system
link |
00:17:13.840
basically led to a big boom,
link |
00:17:15.400
and then correspondingly, very, very big bust,
link |
00:17:18.860
which amazingly enough had a huge impact on everybody,
link |
00:17:21.280
even though they didn't participate
link |
00:17:22.480
in the boom part of the equation.
link |
00:17:25.360
In any case, what decentralized finance does
link |
00:17:28.680
is it takes these financial contracts
link |
00:17:31.520
that power the global financial system,
link |
00:17:33.320
it puts them in this new blockchain based format
link |
00:17:36.240
that basically at this point
link |
00:17:37.400
provides three very powerful things.
link |
00:17:39.880
The first thing that it provides is complete transparency
link |
00:17:42.380
over what's going on with your financial product.
link |
00:17:45.340
So this means when you use a financial product
link |
00:17:47.120
in the DeFi format, you, and you as a technical person
link |
00:17:50.240
actually can drill down very, very, very deeply,
link |
00:17:53.240
and you can understand where the collateral is,
link |
00:17:56.000
you can understand how much collateral there is,
link |
00:17:57.740
you can understand what format it's in,
link |
00:17:59.280
you can understand how it's changing,
link |
00:18:00.680
you can understand this on a second to second
link |
00:18:03.480
or block to block basis, right?
link |
00:18:05.340
So you have complete transparency
link |
00:18:07.840
into what's going on in the financial protocol
link |
00:18:11.160
that you have your assets in,
link |
00:18:12.840
which is because blockchains and the infrastructure,
link |
00:18:15.680
all of these things are built on, force that transparency.
link |
00:18:19.760
Whereas the centralized financial system
link |
00:18:21.300
is very, very good at hiding it.
link |
00:18:23.480
It's very good at hiding it
link |
00:18:24.920
and packaging things in a glossy wrapper,
link |
00:18:27.840
creating a boom, then a bust.
link |
00:18:30.360
The centralized finance is built on infrastructure
link |
00:18:32.600
that forces transparency such that everyone can understand
link |
00:18:35.880
what the financial product does from day one.
link |
00:18:38.120
And in fact, escaping that property is practically impossible
link |
00:18:41.760
or if someone tries to escape it,
link |
00:18:43.400
it becomes immediately obvious
link |
00:18:44.760
and people don't use their financial product.
link |
00:18:46.720
So that's number one.
link |
00:18:48.640
Number two is control.
link |
00:18:50.700
So if you look at what happened with Robinhood,
link |
00:18:53.160
everybody thought the system worked a certain way, right?
link |
00:18:55.560
Everybody thought I have a brokerage account,
link |
00:18:57.760
I can trade things under a certain set of market conditions.
link |
00:19:02.320
And then the market conditions changed
link |
00:19:05.480
within the band of what people thought they could do.
link |
00:19:08.280
And everybody was fascinated to find out that,
link |
00:19:10.320
oh my God, I thought my band of market conditions
link |
00:19:13.440
in which I can control my assets is X,
link |
00:19:15.960
but it is actually Y,
link |
00:19:17.520
is actually much, much smaller band.
link |
00:19:20.480
And the reason it is a much, much smaller
link |
00:19:22.840
group of market conditions
link |
00:19:24.460
is that the system doesn't work
link |
00:19:26.800
the way people think it works.
link |
00:19:28.200
The system was wrapped up in a nice glossy wrapper
link |
00:19:30.320
and given to them to get them to participate in the system
link |
00:19:32.860
because the system requires and needs their participation.
link |
00:19:35.840
But if you actually look at how the system works underneath,
link |
00:19:39.520
you will see that it does not work
link |
00:19:41.100
the way people think that it works.
link |
00:19:43.240
And this is actually another reason that DeFi is so powerful
link |
00:19:45.560
because DeFi actually, and these blockchain contracts,
link |
00:19:49.320
give people the version of the world
link |
00:19:52.080
they think they already have,
link |
00:19:54.100
which is why they don't beg for it, right?
link |
00:19:56.520
So everybody thinks they're in a certain version
link |
00:19:58.360
of the world that works in this reliable way,
link |
00:20:00.460
transparent way, they're not.
link |
00:20:02.800
They don't realize it.
link |
00:20:04.000
And so they're confused when you tell them,
link |
00:20:05.580
I'm gonna make the world work this way
link |
00:20:07.140
because they think they're already in that world.
link |
00:20:09.180
But then things like Robinhood make it immediately,
link |
00:20:12.020
painfully clear that that's not how the world works
link |
00:20:14.020
so that the second real property of DeFi is control,
link |
00:20:17.120
which means that you control your assets,
link |
00:20:20.240
not a bank, not a broker, not a third party, you.
link |
00:20:23.880
You control your Bitcoins,
link |
00:20:25.000
you control your tokens in the finance protocol.
link |
00:20:27.320
If you don't like how something's going in that protocol,
link |
00:20:30.240
you can remove it, you can send it to another protocol,
link |
00:20:32.820
or you can use a feature of the protocol
link |
00:20:34.480
to do something it's supposed to do.
link |
00:20:36.020
And guess what?
link |
00:20:36.860
Nobody can just say, oops, that feature,
link |
00:20:38.900
that isn't so good for my friends over here.
link |
00:20:41.280
That feature is actually,
link |
00:20:42.520
we're just gonna pause that feature in the critical moment
link |
00:20:45.520
when you need it to execute your strategy,
link |
00:20:49.480
which is why you took all the risks to begin with.
link |
00:20:52.120
And then the final reason, the final thing to know about DeFi
link |
00:20:56.520
is that DeFi is inherently global,
link |
00:20:59.200
and actually right now provides better yield globally.
link |
00:21:02.960
So if you go to a bank right now with the US dollar,
link |
00:21:05.680
you get 1% or less.
link |
00:21:07.840
If you go to DeFi with the US dollar, you get 7% or 8%.
link |
00:21:12.760
So if we think about that in a world
link |
00:21:16.620
where there's a lot of inflation coming down the road,
link |
00:21:19.120
and we think about, well, a lot more systems
link |
00:21:24.120
might be failing soon,
link |
00:21:25.440
and they might be highlighting these types of problems
link |
00:21:28.280
that were there for, or as a result of the type of control
link |
00:21:32.240
that you see in Robinhood,
link |
00:21:34.640
and people are more and more concerned
link |
00:21:37.240
about both transparency and control,
link |
00:21:39.960
and they're looking for yield to combat inflation.
link |
00:21:43.040
I think that's what DeFi is about in a practical sense.
link |
00:21:46.780
It is this clarity about your risk.
link |
00:21:48.880
It is control over your assets.
link |
00:21:51.360
And amazingly, at the same time
link |
00:21:53.620
as having those two unbelievably useful properties,
link |
00:21:56.800
it is actually superior yield,
link |
00:21:59.240
which just leads me to the very obvious conclusion
link |
00:22:03.060
that the only reason DeFi is more used
link |
00:22:05.920
is because more people don't know about it.
link |
00:22:08.260
And by virtue of this long kind of explanation
link |
00:22:12.040
here and elsewhere, more people will know about it.
link |
00:22:14.920
And it's just such an obviously superior solution
link |
00:22:17.720
that I haven't heard a single explanation as to why.
link |
00:22:20.960
No, no, don't earn 8% and take less risk
link |
00:22:24.160
and have more transparency with your assets.
link |
00:22:27.560
Earn 7% less, take more risk,
link |
00:22:29.800
and give people the ability to change the rules on you
link |
00:22:32.640
at their discretion, go do that.
link |
00:22:36.200
Who's gonna do that?
link |
00:22:37.240
And in general, on the first two of transparency and control,
link |
00:22:40.440
first of all, I do think, maybe you can correct me,
link |
00:22:43.080
but from my perspective, they're deeply tied together
link |
00:22:47.800
in the sense that transparency gives control.
link |
00:22:50.800
Transparency creates accountability,
link |
00:22:52.880
and there's this kind of game being played,
link |
00:22:55.440
game theoretic game, where if I know,
link |
00:22:58.320
if you know I'm gonna discover your deviation,
link |
00:23:00.640
you're not gonna deviate.
link |
00:23:02.280
Yes, this could be a whole nother conversation,
link |
00:23:04.800
but just as a small aside,
link |
00:23:06.600
on the social network side of things,
link |
00:23:08.600
which I've been thinking deeply about in the past year or so,
link |
00:23:13.480
of how to do it right there, how to fix our social media.
link |
00:23:18.360
And I tend to believe that human beings,
link |
00:23:22.820
if they're given clear transparency
link |
00:23:25.240
about which data is being stored, how it's being used,
link |
00:23:28.160
where it's being moved about,
link |
00:23:29.780
just all a clear, simple transparency
link |
00:23:32.840
of how their data is being used,
link |
00:23:36.420
and them having the control at the very minimal level
link |
00:23:40.720
of being able to participate or to walk away,
link |
00:23:43.840
and walk away means delete everything
link |
00:23:45.920
you've ever known about me.
link |
00:23:48.640
That will create a much, much better world.
link |
00:23:51.960
That currently there's a complete lack of transparency
link |
00:23:54.480
on social media, how the data is being used
link |
00:23:56.740
for your own protection.
link |
00:23:57.580
I mean, there's a lot of parallels
link |
00:23:58.520
to the central bank situation,
link |
00:24:00.480
and there's not a control element
link |
00:24:02.640
of being able to walk away.
link |
00:24:04.080
Like being able to delete all your data,
link |
00:24:06.360
delete your account on Facebook is very difficult.
link |
00:24:09.420
It doesn't take a single click,
link |
00:24:11.600
which I think is what it should take.
link |
00:24:12.920
There should be a big red button that says,
link |
00:24:15.020
delete everything you've ever known about me,
link |
00:24:17.400
or like forget me.
link |
00:24:19.240
So I think that coupled together can create
link |
00:24:21.700
a very different kind of world and create
link |
00:24:24.880
an incentivization that will lead to like progress
link |
00:24:29.920
and innovation and just like a much better social network
link |
00:24:32.680
and a really good business for the future social networks.
link |
00:24:37.800
But so I tend to see like control as naturally
link |
00:24:43.440
being a sort of an outgrowth from the transparency.
link |
00:24:47.680
It should all start at the transparency,
link |
00:24:49.520
which is why the smart contract formulation is fascinating.
link |
00:24:54.000
Because like you're formalizing in a simple, clear way,
link |
00:24:59.160
any agreements that you're participating in.
link |
00:25:01.480
And as a side comment also, what's really inspiring to me
link |
00:25:05.640
is that I think there's a greater,
link |
00:25:07.760
I don't know if this is always the case,
link |
00:25:09.720
but it seems like from having talked to people
link |
00:25:12.480
on the psychological element,
link |
00:25:14.600
there's a hunger amongst people for transparency
link |
00:25:21.160
and for control.
link |
00:25:23.240
Like transparency, another word for that is authenticity.
link |
00:25:26.200
If you look at the kind of stuff that people hunger for now,
link |
00:25:29.520
they want to know the reality of who you are
link |
00:25:32.920
as an individual.
link |
00:25:33.760
So that means you can create businesses,
link |
00:25:35.840
you can create tools that are built on authenticity,
link |
00:25:39.960
a transparency.
link |
00:25:41.320
And then the same, I'm inspired by the intelligence
link |
00:25:45.880
of people, if you give them control,
link |
00:25:48.080
if you give them power, that they would make good choices.
link |
00:25:52.760
That's really exciting.
link |
00:25:54.040
Of course, not everybody, but that means that
link |
00:25:56.480
decentralized power can create effective systems.
link |
00:26:01.680
So couple that, there's a hunger for transparency
link |
00:26:03.840
so we can move to a world where everyone's being
link |
00:26:06.400
just like real, conveying their genuine human nature.
link |
00:26:10.920
And people are sufficiently intelligent
link |
00:26:14.160
that if they're given power
link |
00:26:16.120
in a distributed mass scale sense,
link |
00:26:18.800
that we're going to build a better world through that,
link |
00:26:21.440
as opposed to centralized supervised control
link |
00:26:24.160
or only a small percent of the population
link |
00:26:26.600
know what the hell they're doing.
link |
00:26:27.600
Everybody else is clueless sheep.
link |
00:26:30.880
So those two coupled together is really to me inspiring.
link |
00:26:35.440
Just to really quickly comment on this stuff
link |
00:26:36.880
that you just said, which I think is super,
link |
00:26:38.480
super, super fascinating.
link |
00:26:40.440
I think that's all exactly right.
link |
00:26:42.760
I think everything that you said is right.
link |
00:26:44.720
And I think it's actually going to be the same
link |
00:26:46.080
for social media and banking and every other type
link |
00:26:47.960
of contract, is that all of those systems
link |
00:26:51.160
that house people's value for them
link |
00:26:53.400
and take control of either their social media value
link |
00:26:56.760
or their financial value or whatever for them,
link |
00:27:00.120
all of that is going to be made available to people
link |
00:27:02.480
in like this autonomous piece of code
link |
00:27:05.200
that does the same thing
link |
00:27:06.480
that the centralized entity used to do.
link |
00:27:08.800
So they get all the features,
link |
00:27:10.760
but the autonomous piece of code gives them the ability
link |
00:27:14.360
to have control while getting all the features, right?
link |
00:27:17.720
So banks give you features,
link |
00:27:19.840
social media sites give you features,
link |
00:27:22.520
whatever other system that you use online
link |
00:27:24.480
gives you features, and then it takes your data
link |
00:27:27.120
and it takes control of your assets from you
link |
00:27:29.720
in return for those features, right?
link |
00:27:32.240
I think the whole big difference here,
link |
00:27:34.520
partly in line with the definition of smart contracts
link |
00:27:37.040
and its evolution is that there's this,
link |
00:27:39.200
now there's this autonomous piece of code
link |
00:27:41.960
that's giving you all those features
link |
00:27:44.440
without requiring the ownership and lock in and control
link |
00:27:49.440
and unilateral kind of ownership of your data
link |
00:27:54.080
or your value or whatever it is that you're giving it, right?
link |
00:27:58.800
And I think what this will lead to fundamentally
link |
00:28:02.040
is just more of a free market dynamic
link |
00:28:04.760
among how people make,
link |
00:28:07.120
I think with the social media folks,
link |
00:28:08.840
you should just make some kind of law or something
link |
00:28:11.720
where you can just export all your data from them,
link |
00:28:14.240
everyone should be able to get their data exported
link |
00:28:16.960
by another application,
link |
00:28:18.680
and then the network effect of all these social media sites
link |
00:28:21.520
will kind of crumble
link |
00:28:22.360
because people will just combine your Twitter data
link |
00:28:24.840
with your Facebook data, with everything else
link |
00:28:27.000
into an application that you control,
link |
00:28:29.040
and there'll just be thousands of different interfaces
link |
00:28:31.800
competing for how to consume all the social media data
link |
00:28:34.680
because it isn't locked in
link |
00:28:35.960
in one centralized actor's control.
link |
00:28:38.400
And so this is just the recurring pattern
link |
00:28:40.880
of what I think all of this will do
link |
00:28:42.600
is it'll give people, it gives people a better deal, right?
link |
00:28:46.000
It gives them features without ownership of data,
link |
00:28:49.000
without ownership of value,
link |
00:28:50.840
and that's really the difference.
link |
00:28:53.640
So I think this is a good place
link |
00:28:54.920
to talk about smart contracts then.
link |
00:28:56.560
Can you tell me the history of smart contracts
link |
00:28:58.920
and the basic sort of definitions of what is it?
link |
00:29:02.680
Sure, so I think smart contracts as a definition
link |
00:29:05.880
has actually gone through some kind of changes
link |
00:29:08.240
or small evolution.
link |
00:29:10.000
Initially, I think it was actually a conception
link |
00:29:12.240
of a digital agreement that was tamper proof
link |
00:29:14.920
and could know things about the world, right?
link |
00:29:17.120
So it could get proof
link |
00:29:18.320
and it could define that something happened
link |
00:29:20.280
and it could conclude an outcome
link |
00:29:22.520
and release payment or do something else.
link |
00:29:24.160
That's actually the definition of smart contracts
link |
00:29:26.360
that I began working in this industry with
link |
00:29:28.440
seven or eight years ago
link |
00:29:29.560
when I started making smart contracts.
link |
00:29:31.520
That is the conception that I had of a smart contract.
link |
00:29:34.920
Then what happened was that was really hard to do, right?
link |
00:29:38.920
Building that type of tamper proof digital agreement
link |
00:29:41.240
that could also know things about the real world
link |
00:29:43.680
and release payments back to people about those events
link |
00:29:47.240
that were codified in this tamper proof format
link |
00:29:49.560
was actually a very tall order.
link |
00:29:51.440
Turns out it's consistent of three parts.
link |
00:29:53.080
It's consisting of the contract,
link |
00:29:54.600
the proof about what happened
link |
00:29:55.760
and the release of value.
link |
00:29:58.440
The way things have evolved so far
link |
00:30:00.480
is that the definition has now come to mean on chain code.
link |
00:30:05.560
So it's come to mean the codification
link |
00:30:08.440
of contractual agreement on a blockchain, right?
link |
00:30:11.680
So there's some code somewhere on some blockchain
link |
00:30:14.120
that defines what the agreement is.
link |
00:30:17.600
Now that eliminates the part of the definition
link |
00:30:20.840
that's related to knowing things about the world
link |
00:30:23.160
and it partly eliminates the definition about payments
link |
00:30:26.080
and stuff like that.
link |
00:30:26.920
But basically it's on chain code, right?
link |
00:30:30.560
We in our recent work on a second white paper
link |
00:30:34.000
have actually put out a different definition
link |
00:30:36.160
that we call hybrid smart contracts
link |
00:30:38.480
that actually tries to go back to the initial definition
link |
00:30:41.440
that I started with seven or eight years ago,
link |
00:30:43.120
which basically says that there's some proof somewhere
link |
00:30:47.160
that's proven to the contract
link |
00:30:48.440
and the contract can know that
link |
00:30:49.880
and the contract can gain proof.
link |
00:30:51.840
Then it can use that proof to settle the agreement
link |
00:30:55.040
that's codified on a blockchain.
link |
00:30:57.520
So you both need a mechanism to provide proof.
link |
00:31:00.440
You need a mechanism to codify the contract
link |
00:31:02.720
in a tamper proof way on something like a blockchain.
link |
00:31:05.480
And then as with all contracts,
link |
00:31:06.880
there's a presumption that there's
link |
00:31:07.800
some kind of release of value.
link |
00:31:09.480
So I think a smart contract in our industry right now
link |
00:31:13.280
means on chain code,
link |
00:31:15.040
which limits it to whatever can be done on chain only.
link |
00:31:19.040
And then in our internal definition for us
link |
00:31:22.240
and for us at Chainlink and for me,
link |
00:31:24.480
it's hybrid smart contracts,
link |
00:31:26.600
which is actually the original definition.
link |
00:31:28.480
It's the idea that a contract can both know what happened
link |
00:31:32.520
and automatically resolve to the proper outcome
link |
00:31:36.720
based on what happened.
link |
00:31:38.000
So you're referring to the Chainlink 2.0 white paper,
link |
00:31:41.080
which is a paper that I recommend people look.
link |
00:31:45.640
It's a very easy read and very well structured
link |
00:31:48.200
and very thorough.
link |
00:31:49.040
So I really enjoyed it.
link |
00:31:50.400
Very recently released, I guess.
link |
00:31:53.000
Can you dig in deeper?
link |
00:31:53.920
What is a hybrid smart contract?
link |
00:31:57.120
You mentioned sort of this idea of data
link |
00:32:00.640
or knowing about the world and on chain and off chain.
link |
00:32:05.840
So what are the different roles in this?
link |
00:32:07.680
So hybrid, by the way, refers to the fact
link |
00:32:10.600
that it's on chain and off chain contracts.
link |
00:32:14.800
So maybe digging deeper of what the heck is it
link |
00:32:18.560
and what does it mean to know stuff about the world?
link |
00:32:21.640
Like how do you actually achieve that?
link |
00:32:23.720
Yeah, absolutely.
link |
00:32:26.080
So the on chain part is where the agreement itself is.
link |
00:32:30.520
That's the smart contract itself.
link |
00:32:32.960
And that's where you codify certain conditions,
link |
00:32:35.040
such as the conditions under which an interest payment
link |
00:32:38.920
is made or the conditions under which the contract pays out
link |
00:32:41.760
the full amount that it holds to someone based
link |
00:32:44.480
on a derivative outcome or something like that.
link |
00:32:47.080
Now, what the on chain code is very good at
link |
00:32:49.120
is creating transparency about what the core conditions
link |
00:32:52.160
of the contract are.
link |
00:32:53.920
It's very good at taking in money from other private keys
link |
00:32:57.120
that send it tokens and send it value to hold.
link |
00:33:00.800
And then it's also very good at returning money
link |
00:33:03.680
or returning value back to other addresses
link |
00:33:06.480
or other private keys.
link |
00:33:08.000
It can also be involved in governance.
link |
00:33:09.560
It can be involved in a few other private key signature
link |
00:33:11.680
based operations.
link |
00:33:14.400
But primarily the on chain part of a hybrid smart contract,
link |
00:33:18.160
from what I've seen so far, defines the agreement,
link |
00:33:21.360
takes in value and returns value based upon the conditions
link |
00:33:24.840
codified in the agreement on a blockchain.
link |
00:33:27.480
The second and equally important off chain part
link |
00:33:30.400
is where the term oracle and an oracle comes in
link |
00:33:33.400
or an oracle mechanism or a decentralized oracle network
link |
00:33:36.640
as we describe it in the paper.
link |
00:33:38.440
And this is another decentralized computational system
link |
00:33:43.760
that has a different goal, right?
link |
00:33:45.280
So blockchains have the goal of packaging transactions
link |
00:33:48.840
into blocks and connecting them
link |
00:33:50.800
in a cryptographically unique way to create security
link |
00:33:54.480
and assurance about that chain of transactions.
link |
00:33:57.960
Oracles and decentralized oracle networks
link |
00:34:01.680
achieve consensus and they achieve decentralization
link |
00:34:06.320
about the topic of what happened, right?
link |
00:34:09.000
So blockchains structure transactions.
link |
00:34:11.520
Some of those transactions might be the state changes
link |
00:34:14.280
in different pieces of on chain code.
link |
00:34:16.960
And then those on chain pieces of code require input.
link |
00:34:23.320
I think the thing that people get kind of a little bit
link |
00:34:25.800
thrown by is despite being called smart contracts,
link |
00:34:29.840
the on chain code on a blockchain
link |
00:34:32.160
cannot actually speak to any other system.
link |
00:34:35.560
So blockchains are valuable and useful
link |
00:34:38.400
as far as they're tamper proof and secure.
link |
00:34:40.720
And to be tamper proof and secure,
link |
00:34:42.200
they're made this kind of walled garden
link |
00:34:44.160
that is able to know and interact
link |
00:34:46.920
only with the highly reliable information
link |
00:34:49.600
that's within that system,
link |
00:34:51.800
which is basically tokens and private key signatures.
link |
00:34:56.240
All the other world's information is not available
link |
00:34:59.320
in a blockchain inherently.
link |
00:35:01.280
And a smart contract or a piece of on chain code
link |
00:35:04.000
can't just say, hey, I'm gonna go get some data
link |
00:35:06.520
from over here because the API they would get it from
link |
00:35:09.800
creates a whole bunch of security concerns
link |
00:35:11.840
for the blockchain itself
link |
00:35:13.440
and a whole bunch of consensus issues
link |
00:35:14.960
about how to agree on what that API said
link |
00:35:17.720
or what the truth of the world is, right?
link |
00:35:19.320
Because it's not even agreeing on what one API said,
link |
00:35:22.400
it's more so creating a reliable
link |
00:35:25.360
form of decentralized computation
link |
00:35:27.440
that can give you a definitive proof of what happened
link |
00:35:30.040
and not just what one API said.
link |
00:35:31.840
So for example, some of our most widely used networks
link |
00:35:34.520
have well over 30 nodes and well over 10 data sources
link |
00:35:37.480
that are all providing information
link |
00:35:38.960
about the same type of data.
link |
00:35:40.640
And then there's consensus on that one piece of data,
link |
00:35:43.960
which is then written in and essentially given back
link |
00:35:46.400
into the on chain code to tell it what happened
link |
00:35:49.880
because you can't really make an agreement
link |
00:35:52.240
unless you know what happened, right?
link |
00:35:54.320
If you and me were to make an agreement
link |
00:35:55.680
and set some contractual conditions,
link |
00:35:57.400
but our agreement could never know what happened,
link |
00:35:59.920
it would be completely useless.
link |
00:36:02.640
However, if you and me made an agreement
link |
00:36:04.400
and there was another system called an Oracle mechanism
link |
00:36:06.600
or decentralized Oracle network
link |
00:36:08.000
that proved what happened definitively
link |
00:36:10.600
and you and me pre agreed
link |
00:36:12.000
that whatever this mechanism says is what happened,
link |
00:36:15.120
then we can achieve an entirely new level of automation.
link |
00:36:18.800
We can suddenly say, there's this piece of on chain code
link |
00:36:22.200
that's highly reliable.
link |
00:36:23.520
We can give it millions, billions,
link |
00:36:25.600
eventually trillions of dollars in value.
link |
00:36:27.880
And it is controlled by this other system over here
link |
00:36:30.840
that's also highly reliable
link |
00:36:32.600
under this configurable set of definitive truth
link |
00:36:35.040
and decentralization conditions,
link |
00:36:36.520
which we all agree are sufficiently stringent
link |
00:36:39.480
to control that much value.
link |
00:36:41.360
And therefore the combination
link |
00:36:42.880
of this tamper proof on chain representation of a contract
link |
00:36:46.240
and this mutually agreed upon definition
link |
00:36:50.200
of a trigger or a proof system combined
link |
00:36:54.640
is a hybrid smart contract,
link |
00:36:56.760
which as you can see probably already
link |
00:36:59.320
does a lot more than just a contract on chain, right?
link |
00:37:03.880
Can you talk about this consensus mechanism,
link |
00:37:05.640
which by the way is just fascinating.
link |
00:37:07.560
So there's the on chain consensus mechanism
link |
00:37:11.480
of proof of work and proof of stake.
link |
00:37:14.600
And then there is this Oracle network consensus mechanism
link |
00:37:20.680
of what is true.
link |
00:37:23.960
So how do you, can you compare the two?
link |
00:37:26.960
Like how do you achieve that kind of consensus?
link |
00:37:28.840
How do you achieve security
link |
00:37:30.880
in integrating data about the world
link |
00:37:35.520
in a way that's definitively true
link |
00:37:39.240
in a way that is usefully true,
link |
00:37:41.200
such that we can rely on it in making major agreements
link |
00:37:44.480
that as you said, involve billions of trillions of dollars.
link |
00:37:49.160
Right, so this is the challenging,
link |
00:37:50.440
this is the challenging question, right?
link |
00:37:51.880
This is the challenging problem that Oracle networks,
link |
00:37:56.520
Oracles, we at Chainlink that we work on
link |
00:37:59.640
in order to create this definitive truth
link |
00:38:01.800
to trigger and create hyper automation
link |
00:38:04.360
in this more advanced form,
link |
00:38:06.640
more advanced form of hybrid smart contracts.
link |
00:38:09.240
The reality I think of this problem
link |
00:38:12.400
is that it is very specific to each use case.
link |
00:38:16.520
And it, and this is actually how we've architected our system
link |
00:38:20.760
is in a very flexible way.
link |
00:38:22.760
So for example, you need an ability for an Oracle network
link |
00:38:27.240
to grow in the amount of nodes that it has
link |
00:38:30.320
relative to the value it secures, right?
link |
00:38:33.200
So if you have an Oracle network
link |
00:38:34.960
that secures a hundred thousand dollars
link |
00:38:37.240
in like a beta of a financial product,
link |
00:38:40.080
maybe it can be fine with only seven nodes
link |
00:38:42.640
and only two or three data sources, right?
link |
00:38:44.440
Because the risk to that Oracle network
link |
00:38:47.120
is relatively low based on the value it secures.
link |
00:38:50.960
So the first question is actually
link |
00:38:53.160
how do you scale security relative to value
link |
00:38:57.960
secured by that Oracle network?
link |
00:38:59.480
Because it wouldn't be very efficient
link |
00:39:00.800
to have a thousand nodes securing $100,000 worth of value.
link |
00:39:05.800
So one of the first questions is how do we properly scale
link |
00:39:08.720
and how do we compose ensembles of nodes
link |
00:39:12.040
in a decentralized way where we can know that,
link |
00:39:14.840
okay, we're going from seven nodes in a network
link |
00:39:17.320
to 15, to 31, to 57, to 105, to a thousand, right?
link |
00:39:23.520
So that's one dimension of the problem.
link |
00:39:25.800
So you have to be scaling the number of nodes
link |
00:39:27.440
relative to the value that's derived
link |
00:39:31.120
from the truth integrated into those nodes.
link |
00:39:34.280
Well, that's not the only problem, right?
link |
00:39:36.240
The other side of this is that you're trying to create
link |
00:39:38.760
a deterministic result, a deterministic output
link |
00:39:42.040
from a set of non deterministic disparate systems,
link |
00:39:44.400
data sources, or places that prove things.
link |
00:39:47.040
Can you also, just as an aside, what is an Oracle node?
link |
00:39:51.080
What is the role of an Oracle node?
link |
00:39:53.480
Sure, so an Oracle node essentially exists in both places,
link |
00:39:58.200
it exists in both worlds.
link |
00:40:00.120
It exists as an on chain contract
link |
00:40:02.760
that represents either an Oracle network or an Oracle node.
link |
00:40:07.440
So there's an on chain interface in the form of a contract
link |
00:40:10.400
that says, I exist to give you this list of inputs.
link |
00:40:15.080
You can request weather data from me,
link |
00:40:16.920
you can request price data from me,
link |
00:40:18.960
you can ask me to send a payment somewhere.
link |
00:40:20.520
So it's like an API, so it's a pointer to a API
link |
00:40:24.480
that provides truth about this world.
link |
00:40:28.880
It's an interface, so just like an API
link |
00:40:31.320
is an interface for Web 2.0 engineers,
link |
00:40:35.480
Oracle networks and the contracts that represent them
link |
00:40:39.480
or individual nodes are the interface
link |
00:40:42.480
of Web 3.0's use of services.
link |
00:40:45.560
And services includes all services,
link |
00:40:48.600
data, payment systems, messaging systems,
link |
00:40:52.560
whatever Web 2.0 or any kind of computing service
link |
00:40:56.200
that you can conceptualize,
link |
00:40:58.240
needs an interface on chain in the form of a contract
link |
00:41:01.680
that says, here are the services I can provide for you,
link |
00:41:04.800
here are the transactions you need to send me
link |
00:41:07.280
to get back this data or that computation or this result.
link |
00:41:11.240
And then what you actually see
link |
00:41:12.360
is that decentralized Oracle networks,
link |
00:41:14.000
because they're uniquely capable of generating
link |
00:41:16.960
their own computations in a decentralized way
link |
00:41:19.760
around the data that they have access to,
link |
00:41:22.400
you actually see decentralized Oracle networks
link |
00:41:24.760
generating a lot of these services.
link |
00:41:26.360
So for example, we have a randomness service,
link |
00:41:29.440
a verifiable randomness function service
link |
00:41:32.080
that basically provides randomness on chain
link |
00:41:35.880
and that randomness is then used in lotteries
link |
00:41:38.160
and various other contracts that need randomness.
link |
00:41:40.240
But that randomness, it's not a piece of data
link |
00:41:42.400
that comes from somewhere else.
link |
00:41:43.680
We don't go to another data source and get it.
link |
00:41:46.560
We generate it within an Oracle node
link |
00:41:49.000
that then provides it over into Oracle node
link |
00:41:52.120
or Oracle nodes that provide it
link |
00:41:53.280
into the contracts themselves.
link |
00:41:55.160
So why do you say Oracle nodes are non deterministic?
link |
00:41:58.760
Well, they are as far as they come to consensus,
link |
00:42:01.080
but there's this kind of different problem here, right?
link |
00:42:05.720
The blockchains are very focused
link |
00:42:08.160
on generating blocks of transactions
link |
00:42:10.720
within a smaller universe of transaction types,
link |
00:42:13.600
a certain block size and a certain set of conditions.
link |
00:42:16.880
And then they have a economic system that says,
link |
00:42:20.640
I will perpetually generate blocks of this size
link |
00:42:23.280
with these transaction types in this kind of limited set
link |
00:42:26.120
of transaction types, whether those are UTXO transactions
link |
00:42:29.240
or scripted solidity or whatever it is.
link |
00:42:32.920
Oracles and Oracle networks,
link |
00:42:35.360
we don't have a blockchain, for example.
link |
00:42:36.840
There is no chain link blockchain.
link |
00:42:38.680
Our goal is not to generate a certain set
link |
00:42:41.920
of very clearly predetermined transaction types
link |
00:42:45.240
into a set of transactions that are put into blocks
link |
00:42:48.120
and it will infinitely be done that way.
link |
00:42:50.720
Our goal is actually to create what we call a Meta layer,
link |
00:42:54.840
a decentralized Meta layer between the non deterministic,
link |
00:42:58.840
highly unreliable world
link |
00:43:01.720
and the highly hyper reliable world of blockchains
link |
00:43:05.760
so that the unreliable world can be passed
link |
00:43:08.480
through this decentralized Meta layer.
link |
00:43:10.120
And it can coexist with a reliable on chain world.
link |
00:43:13.920
Exactly, it can coexist and in some cases,
link |
00:43:15.960
the Meta layer might generate it.
link |
00:43:17.800
So the problem in giving you this straight answer
link |
00:43:20.240
is that there's just such a wide array of services.
link |
00:43:24.160
If you were to say,
link |
00:43:25.000
well, Sergey, how do we generate randomness
link |
00:43:27.840
from a data source?
link |
00:43:28.840
Well, we don't use a data source to generate the randomness.
link |
00:43:31.280
That's the type of service that can be generated
link |
00:43:33.160
in an Oracle network itself.
link |
00:43:35.200
And so there'll be certain computations
link |
00:43:37.120
that Oracle networks themselves generate themselves
link |
00:43:40.240
to augment and improve blockchains.
link |
00:43:43.000
And it is actually the goal of Oracles
link |
00:43:44.600
to consistently do that.
link |
00:43:45.720
So if you were to think about the stack
link |
00:43:48.280
in a very generic high level,
link |
00:43:50.200
you would see blockchains or databases.
link |
00:43:52.400
They're basically the data structures
link |
00:43:53.720
that retain a lot of information
link |
00:43:55.800
in this transparent, highly reliable form.
link |
00:43:58.400
Smart contract code is the application logic.
link |
00:44:01.880
It is the logic under which all of this
link |
00:44:04.240
kind of activity occurs,
link |
00:44:06.320
storing data in the data structure in the blockchain
link |
00:44:09.480
as a database in a certain conceptualization of it.
link |
00:44:13.720
And then Oracles and Oracle networks
link |
00:44:15.760
are all the services that are used by the application code.
link |
00:44:20.840
So, you know, by analogy, let's take Uber.
link |
00:44:23.360
Uber initially, some core code goes and gets the GPS API
link |
00:44:27.800
from Google Maps about the user's location,
link |
00:44:30.000
sends a message to the user through Twilio,
link |
00:44:32.280
pays the driver through Stripe.
link |
00:44:34.720
If those services weren't available
link |
00:44:36.760
to the people who made Uber,
link |
00:44:38.280
they wouldn't have made Uber, right?
link |
00:44:39.680
Because they would have written their core code
link |
00:44:41.120
on some database,
link |
00:44:42.280
and then they would have had to make a geolocation company,
link |
00:44:44.720
a telecom messaging company,
link |
00:44:46.680
and the global payments company.
link |
00:44:48.320
And they wouldn't have done that because it's too hard.
link |
00:44:50.600
And that's the weird scenario
link |
00:44:52.360
that a lot of people in our industry are in.
link |
00:44:54.400
And that's the problem that Oracles and Oracle networks fix
link |
00:44:57.920
is they provide these decentralized services
link |
00:45:00.920
to take this developer ecosystem,
link |
00:45:03.840
the blockchain and smart contract developer ecosystem
link |
00:45:06.800
from, hey, I can have a database
link |
00:45:09.480
and write some application logic
link |
00:45:11.040
about tokenization and voting and private key signing,
link |
00:45:14.160
all of which is super useful and is a critical foundation.
link |
00:45:17.400
But now, if you just layer on all the world's services,
link |
00:45:20.880
whether that's market data, weather data, randomness,
link |
00:45:23.680
suddenly people can build DeFi, fraud proof gaming,
link |
00:45:26.880
fraud proof global trade, fraud proof ad networks.
link |
00:45:30.320
And that's why this world of decentralized services
link |
00:45:33.760
and decentralized Oracle networks
link |
00:45:35.440
is particularly, in my opinion, important to our industry.
link |
00:45:38.880
Yeah, it's funny.
link |
00:45:39.720
And you talk about the currents of a decentralized world,
link |
00:45:42.840
decentralized world, DeFi,
link |
00:45:44.200
but decentralized services world is primarily just tokens.
link |
00:45:48.160
And it's basically just financial transactions.
link |
00:45:51.880
And the kind of thing, the reason why it's super exciting,
link |
00:45:55.480
the kind of thing you do with Chainlink and Oracle networks
link |
00:45:58.160
is that you can basically open up
link |
00:46:00.120
the whole world of services
link |
00:46:02.920
to this kind of decentralized smart contract world.
link |
00:46:07.920
I mean, you're talking about just orders of magnitude
link |
00:46:14.360
greater impact financially
link |
00:46:16.080
and just socially and philosophically.
link |
00:46:21.600
Are there interesting near term
link |
00:46:23.360
and long term applications that excite you?
link |
00:46:26.000
Yeah, there's a lot that excites me.
link |
00:46:27.720
And that is how I think about it,
link |
00:46:28.920
that it's not just about
link |
00:46:29.880
we made a decentralized Oracle network.
link |
00:46:31.880
It's about we made a decentralized service
link |
00:46:34.120
or collection of services
link |
00:46:35.400
that's going from hundreds to thousands.
link |
00:46:37.600
And then people are able to build
link |
00:46:39.000
the hybrid smart contracts,
link |
00:46:40.440
which I think will redefine what our industry is about.
link |
00:46:43.200
Because for example, for the people
link |
00:46:44.480
that only learned about blockchains
link |
00:46:45.960
through the lens of NFTs,
link |
00:46:48.080
they understand blockchains through NFTs,
link |
00:46:50.360
not through speculative tokens or Bitcoins, right?
link |
00:46:53.120
And I think that will continue.
link |
00:46:55.800
I think the use cases that excite me,
link |
00:46:58.280
they vary between the developed market,
link |
00:47:01.000
the developed world's economies and emerging markets.
link |
00:47:04.440
I think in the developed world,
link |
00:47:06.200
what you will see is that transparency,
link |
00:47:09.160
creating a new level of information
link |
00:47:12.840
for how markets work and the risk that is in markets
link |
00:47:16.480
and kind of the dynamics that put
link |
00:47:19.640
the global financial system
link |
00:47:20.960
at systemic financial risk like 2008.
link |
00:47:23.600
And my hope is that all of this infrastructure
link |
00:47:25.880
will soften the boom and bust cycles
link |
00:47:29.960
by making information immediately available
link |
00:47:32.280
to all market participants,
link |
00:47:34.000
which is by the way, what all market participants want,
link |
00:47:36.680
except for the very, very, very small minority
link |
00:47:39.280
that are able to game the system and their benefit
link |
00:47:41.760
and benefit from booms but avoid busts
link |
00:47:43.640
because of their asymmetric access to information,
link |
00:47:46.160
which really everybody should have
link |
00:47:47.680
and which this technically solves.
link |
00:47:49.800
I think in the process of doing that
link |
00:47:51.720
and which is happening, I think right about now,
link |
00:47:54.320
you see a polishing of the technology
link |
00:47:56.640
such that it can be made available to emerging markets.
link |
00:47:59.680
And on a personal level,
link |
00:48:00.960
I feel that the emerging markets will benefit much more
link |
00:48:04.800
from this technology,
link |
00:48:06.120
just like the emerging markets benefit much more
link |
00:48:08.360
from the internet or from those $50 Android phones
link |
00:48:12.440
that people can have,
link |
00:48:13.760
because it's such a massive shift
link |
00:48:15.960
in how people's lives work, right?
link |
00:48:17.920
I have always had access to books and a library,
link |
00:48:20.320
which has been fantastic and very important.
link |
00:48:23.200
But there are places in the world
link |
00:48:24.520
where people don't have libraries,
link |
00:48:26.480
but now they have the internet and a $50 Android phone
link |
00:48:29.920
and they can watch the same Stanford lecture that I watch.
link |
00:48:32.960
I mean, that's kind of mind blowing realistically, right?
link |
00:48:35.760
They just went from zero to one in a very,
link |
00:48:38.560
very dramatic way.
link |
00:48:40.280
I think all of these smart contracts,
link |
00:48:43.400
and in my case, I think the one
link |
00:48:45.040
that I seem to keep coming back to is crop insurance,
link |
00:48:48.360
where partly because it doesn't have
link |
00:48:49.840
a tokenization component,
link |
00:48:50.960
partly because it's actually much more important
link |
00:48:52.520
than it might seem.
link |
00:48:55.920
What is crop insurance?
link |
00:48:57.760
Right, so this is the nature of why it's sometimes hard
link |
00:49:03.320
to see the full value of what our industry does,
link |
00:49:05.200
because it solves all these kinds of backend problems
link |
00:49:07.360
that we don't have, right?
link |
00:49:08.400
So crop insurance is if I own a farm and it doesn't rain,
link |
00:49:12.520
I get an insurance payout,
link |
00:49:14.160
so I don't need to close down my farm,
link |
00:49:16.280
because if it didn't rain, I don't have crops, right?
link |
00:49:19.560
So people in the developed world can get crop insurance
link |
00:49:23.680
and there's all kinds of systems
link |
00:49:25.520
that basically pay them out,
link |
00:49:26.680
and then they can argue with the insurance company
link |
00:49:29.440
if they don't get paid out properly and whatever.
link |
00:49:31.840
And this allows people to smooth out risk.
link |
00:49:35.960
In fact, a lot of the global options markets
link |
00:49:39.040
were about this, right?
link |
00:49:40.200
They were initially about people selling their produce
link |
00:49:43.360
or their crops ahead of time,
link |
00:49:45.200
so that if there was a risk of drought,
link |
00:49:47.280
they weren't impacted by it, right?
link |
00:49:49.640
And that's where a lot of options trading
link |
00:49:51.360
and all this kind of stuff came from,
link |
00:49:53.680
even though it's now turned into this kind of global casino.
link |
00:49:57.040
But in the emerging market,
link |
00:49:58.960
there are literally people that,
link |
00:50:01.280
if they don't have rain for two seasons,
link |
00:50:03.520
they need to close down their farm
link |
00:50:04.880
and become a migrant worker of some kind.
link |
00:50:07.240
And now they have a $50 Android phone
link |
00:50:10.160
where they can read Wikipedia,
link |
00:50:12.120
but they're still decades away from an insurance company
link |
00:50:15.400
coming to their geography and offering them insurance
link |
00:50:18.280
because their local legal system simply doesn't allow
link |
00:50:20.560
that type of thing to exist.
link |
00:50:22.040
No insurance company is gonna go and create insurance entity
link |
00:50:25.040
and offer them insurance because the levels of fraud
link |
00:50:27.680
and the ability to resolve that fraud through courts
link |
00:50:29.640
would just not exist.
link |
00:50:31.280
So now these people have to wait for decades
link |
00:50:34.160
to have this very basic form of financial protection
link |
00:50:37.160
or something like a bank account even.
link |
00:50:39.520
And with this technology, they don't, right?
link |
00:50:42.000
So with this technology, if I have a $50 Android phone
link |
00:50:45.560
and the smart contract has data from satellites
link |
00:50:48.840
or weather stations about the weather conditions
link |
00:50:51.200
in the geography that my farm is in,
link |
00:50:53.480
I can put value into the smart contract
link |
00:50:57.320
and the smart contract will automatically pay me out back,
link |
00:51:00.720
pay me back out at my Android phone.
link |
00:51:02.720
And guess what?
link |
00:51:04.120
I just leapfrogged past my corrupt government
link |
00:51:07.680
not being able to provide a legal infrastructure
link |
00:51:10.800
to create insurance.
link |
00:51:12.320
I just leapfrogged past dealing with insurance companies
link |
00:51:15.080
that'll probably price gouge me and often not pay out.
link |
00:51:19.520
And I leapfrogged into the world of hyper reliable
link |
00:51:24.640
kind of guaranteed smart contract outcomes
link |
00:51:27.560
that are as good or in many cases better
link |
00:51:29.480
than what farmers in all parts of other parts
link |
00:51:31.440
of the world have.
link |
00:51:32.720
And this type of dynamic for the emerging markets
link |
00:51:35.160
of creating a way for people to control and manage risk
link |
00:51:37.960
in their economic life, I think extends way past insurance.
link |
00:51:41.200
It extends to them having bank accounts
link |
00:51:42.800
to combat local inflation.
link |
00:51:44.360
It extends to them being able to sell their goods
link |
00:51:46.680
on the free market of global trade without middlemen.
link |
00:51:50.200
It extends to all these things
link |
00:51:51.320
that we don't really care about, right?
link |
00:51:53.120
Because we're not farmers,
link |
00:51:54.840
but are unbelievably impactful for people
link |
00:51:57.920
that don't have a bank account
link |
00:51:59.480
and their inflation rate in their country is double digits
link |
00:52:03.320
or their farm completely depends on rain
link |
00:52:06.040
or their livelihood completely depends
link |
00:52:07.800
on their ability to sell goods.
link |
00:52:10.120
And they can't sell those goods because there's a middleman
link |
00:52:12.720
who essentially controls all the trust relationships.
link |
00:52:16.160
But now we have the internet and smart contracts
link |
00:52:18.640
and that might not have to be the case
link |
00:52:20.800
in the next five or 10 years.
link |
00:52:22.480
Yeah, so that definitely has a quality of life impact
link |
00:52:25.560
on the particular farmer's life,
link |
00:52:27.040
but I suspect it has a huge like down the line ripple effect
link |
00:52:32.600
on the whole supply chain.
link |
00:52:33.920
So if you think about farmers,
link |
00:52:36.160
but any other people that produce things
link |
00:52:41.160
that are part of a large like logistics network,
link |
00:52:46.800
like supply chain network,
link |
00:52:48.920
that means when you increase reliability,
link |
00:52:52.520
you sort of increase transparency and control,
link |
00:52:57.520
but like where any one node in that supply chain network
link |
00:53:01.880
can formalize the way it operates
link |
00:53:06.280
in its agreements with others,
link |
00:53:08.640
then you could just have a very like at scale
link |
00:53:13.840
transformative effect on how people that down the line
link |
00:53:18.960
use the services that you provide,
link |
00:53:20.880
the products that you create operate.
link |
00:53:23.240
So like, it's almost hard to imagine
link |
00:53:27.680
the possible ways it might transform the world.
link |
00:53:30.520
I wonder how much friction there is in the system,
link |
00:53:33.160
I guess, currently that smart contracts might remove.
link |
00:53:37.520
That's almost unknown.
link |
00:53:40.680
You can sort of hypothesize and stuff, but I wonder.
link |
00:53:44.440
I've seen enough bureaucracy in my life
link |
00:53:47.840
to know that smart contracts in many cases
link |
00:53:50.400
would remove bureaucracy.
link |
00:53:52.560
And I wonder how the world will be
link |
00:53:55.600
once you remove much of the bureaucracy.
link |
00:53:58.320
Coming from the Soviet Union,
link |
00:54:00.120
where I just have seen the life sucked out
link |
00:54:05.120
of the innovative spirit of human nature by bureaucracy.
link |
00:54:11.280
I wonder, the kind of amazing world that could be created
link |
00:54:14.880
once bureaucracy is removed.
link |
00:54:17.920
Yeah, I think it's fascinating how the world can evolve.
link |
00:54:22.280
I think this extends a lot further than people think
link |
00:54:25.280
into many, many different parts of the global economy.
link |
00:54:28.040
It might start with NFTs for art,
link |
00:54:30.880
or it might start with DeFi, right?
link |
00:54:33.280
Or it might start with fraud proof ad networks next.
link |
00:54:36.600
We don't know what it's gonna go to next,
link |
00:54:39.320
but I think the implication of people being
link |
00:54:42.440
in a system of contracts that holds them accountable
link |
00:54:46.360
and guarantees contractual outcomes,
link |
00:54:48.960
regardless of a local legal system,
link |
00:54:51.240
is something that I think extends to the supply chain.
link |
00:54:53.960
You can prove that goods were sourced in an ethical way,
link |
00:54:57.720
and you can prove that in a way that can't be gamed.
link |
00:55:00.200
That'll change buying power and supplier power
link |
00:55:03.480
and how people produce goods that we all consume.
link |
00:55:06.760
And then on the political level,
link |
00:55:08.840
I personally think that in a number of decades,
link |
00:55:11.760
we could literally be in a place
link |
00:55:13.560
where politicians can commit
link |
00:55:16.000
to a certain set of smart contract kind of budget,
link |
00:55:20.360
definitional kind of results.
link |
00:55:22.280
For example, we discovered oil.
link |
00:55:24.560
I promise as a politician, I'm gonna take the oil
link |
00:55:26.840
and I'm gonna redistribute it to all of you.
link |
00:55:29.200
Well, that's wonderful.
link |
00:55:30.440
That's a great idea.
link |
00:55:31.640
Sounds very nice when you're running for office.
link |
00:55:34.240
Why don't we codify that in a smart contract?
link |
00:55:36.760
And why don't we put those conditions
link |
00:55:38.760
very solidly on a blockchain?
link |
00:55:40.680
And then once you've been elected,
link |
00:55:44.040
we'll just turn that one on
link |
00:55:45.760
and it'll distribute the money just like you said,
link |
00:55:48.880
and everything will be fine.
link |
00:55:50.520
I personally think that this new level of systems
link |
00:55:53.880
that allows trustworthy collaboration between everybody,
link |
00:55:57.160
between supply chain partners, ad network users,
link |
00:55:59.680
the financial system, insurance companies, and farmers,
link |
00:56:04.080
all of these are just interactions
link |
00:56:06.480
that require a trusted entity,
link |
00:56:09.520
or in this case, a trusted piece of code
link |
00:56:12.200
to orchestrate the interaction
link |
00:56:14.440
in the way that everyone agrees.
link |
00:56:17.440
Yeah, one of the things that makes the United States
link |
00:56:20.200
fascinating is the founding documents.
link |
00:56:23.080
And it's fascinating to think of us moving into the new
link |
00:56:26.000
in the 21st century to a digital version of that.
link |
00:56:30.240
So the constitution, a smart constitution,
link |
00:56:33.280
no offense to the paper constitution,
link |
00:56:37.080
and that would have transformative effects
link |
00:56:39.800
on politicians and governments,
link |
00:56:43.200
holding people accountable.
link |
00:56:45.640
Oh man, that's so exciting to think that
link |
00:56:50.560
we might enforce accountability
link |
00:56:58.200
through the smart contract process.
link |
00:57:00.920
Exactly, why can't that happen?
link |
00:57:02.640
Anything that we could codify into a smart contract,
link |
00:57:05.680
and anything that we all agree
link |
00:57:07.160
is the way the world should work.
link |
00:57:09.120
And then anything that we can get proof about, right?
link |
00:57:12.280
Anything that a system somewhere could tell us happened,
link |
00:57:15.800
those are the pieces of the puzzle, right?
link |
00:57:19.040
We need a trusted piece of code,
link |
00:57:21.120
we need to have agreement
link |
00:57:23.040
that that's how the world should work,
link |
00:57:24.560
and we need a system that'll tell that trusted piece
link |
00:57:26.760
of code what happened.
link |
00:57:28.480
As long as we have those three things,
link |
00:57:30.760
we can theoretically codify any set of agreements
link |
00:57:34.040
about anything where those three properties take hold.
link |
00:57:39.800
I wonder if you could apply that
link |
00:57:40.920
to like military conflict and so on.
link |
00:57:43.760
Recently, Biden announced that we're going to pull off
link |
00:57:48.080
from Afghanistan after 20 years in the war.
link |
00:57:52.480
I wonder, there's a lot of debacles around war in Afghanistan
link |
00:57:58.600
and invasion of Iraq, all those kinds of things.
link |
00:58:00.960
I wonder if that was instead formulated as a smart contract.
link |
00:58:06.280
Like that might have actually huge impact
link |
00:58:11.000
on the way we do conflict.
link |
00:58:12.640
So you think of the smart contract
link |
00:58:15.360
as a kind of win win situation where you're doing
link |
00:58:18.720
like financial transactions or something like that.
link |
00:58:21.520
But you could see that also about military conflict
link |
00:58:25.320
or like whenever two nations are at tension with each other,
link |
00:58:30.040
different scales of conflict,
link |
00:58:32.000
that you can have conflict codified.
link |
00:58:36.800
And that would potentially resolve conflict much faster
link |
00:58:40.920
because there's honesty, transparency and control
link |
00:58:43.360
within that conflict, because there's conflict in this world.
link |
00:58:46.160
And I, again, very, very inspiring to think
link |
00:58:49.800
about the kind of effects it might have
link |
00:58:52.880
on the negative kinds of contracts,
link |
00:58:56.360
on the tense, painful kinds of contracts.
link |
00:58:59.560
I haven't thought about that as much.
link |
00:59:01.240
It's actually kind of scary,
link |
00:59:02.200
the stuff you're thinking through now
link |
00:59:04.000
with like the war contracts or something.
link |
00:59:06.240
That's not in the white paper.
link |
00:59:07.360
We don't have anything about war contracts or anything.
link |
00:59:09.560
Again, this is the Russian, we're both Russian,
link |
00:59:12.520
but I'm a little more Russian in the suffering side.
link |
00:59:15.280
Maybe I read way too much Dostoevsky
link |
00:59:17.200
and military kind of ideas.
link |
00:59:19.400
But anyway, holding politicians accountable in all forms,
link |
00:59:24.960
I think is really powerful.
link |
00:59:26.160
Is there something you could say as a small aside
link |
00:59:29.200
on how smart contracts actually work if we look at the code?
link |
00:59:33.520
Is there some nice way to say technically
link |
00:59:37.160
what is a smart contract?
link |
00:59:39.000
What does it mean to codify these agreements,
link |
00:59:41.640
the actual process for people
link |
00:59:42.920
who might not at all be familiar?
link |
00:59:46.480
I think you just write it into code
link |
00:59:48.640
that operates in this kind of decentralized infrastructure.
link |
00:59:52.560
You usually write code
link |
00:59:54.160
that runs in a central server somewhere.
link |
00:59:56.160
Now you write code that runs across a lot
link |
00:59:58.800
of different machines in this decentralized way.
link |
01:00:01.440
And then after you write it, you need services.
link |
01:00:04.480
And that's where oracles come in,
link |
01:00:05.580
they provide all the services.
link |
01:00:07.200
So just like you would be writing code in web 2.0 land,
link |
01:00:10.360
running it on a server somewhere
link |
01:00:11.560
and using an API, here you'd be writing code,
link |
01:00:14.880
putting it on a decentralized infrastructure
link |
01:00:16.640
like a blockchain or a smart contract platform like Ethereum.
link |
01:00:20.120
And then you would be using various services
link |
01:00:22.640
in the form of oracles.
link |
01:00:23.640
So they'll just be called oracles
link |
01:00:24.940
or decentralized services instead of APIs.
link |
01:00:27.400
And you're basically composing the same type of architecture
link |
01:00:31.120
except it's hyper reliable.
link |
01:00:33.120
At the moment, it's a little bit less efficient
link |
01:00:34.760
because there's an early stage to our industry.
link |
01:00:39.160
But it provides this extreme level of reliability
link |
01:00:43.200
and transparency, which for certain use cases
link |
01:00:46.240
is an absolute critical component
link |
01:00:48.720
and is completely reinventing how they work.
link |
01:00:50.840
So I think people should look at what are the use cases
link |
01:00:53.920
where that trust dynamic can be so heavily improved.
link |
01:00:56.520
And that's probably the ones
link |
01:00:57.720
where this is maybe initially useful.
link |
01:00:59.560
But I mean, just to emphasize,
link |
01:01:01.680
I don't think people realize when you say code
link |
01:01:04.360
that we're talking about non obfuscated actual program.
link |
01:01:09.240
Like you can read it, you can understand it.
link |
01:01:11.960
And there's something about,
link |
01:01:15.140
maybe this is my computer science perspective
link |
01:01:17.320
of like software engineering perspective,
link |
01:01:19.640
but there's something about the formalism
link |
01:01:21.320
of programming languages, which enforces simplicity
link |
01:01:26.400
and clarity and transparency.
link |
01:01:28.040
And because it's seen to everybody,
link |
01:01:31.960
I mean, simplicity is enforced.
link |
01:01:34.080
There's something about natural language,
link |
01:01:36.600
like language as written in the constitution, for example,
link |
01:01:40.780
where there's so many interpretations.
link |
01:01:44.360
With the nice thing about programs,
link |
01:01:47.580
there's not going to be a huge number of books written
link |
01:01:51.120
about what was meant by this particular line
link |
01:01:54.160
because it's pretty clear.
link |
01:01:56.400
Like programming languages have a clarity to them
link |
01:01:58.880
that natural language does not,
link |
01:02:01.460
and they don't have ambiguity, which I think it's important
link |
01:02:06.120
to pause on because it's really powerful.
link |
01:02:08.260
It's really difficult to think about.
link |
01:02:09.920
I think we live in a world where all the philosophers
link |
01:02:12.320
and legal minds don't know how to program.
link |
01:02:15.360
So I think, not all, most don't.
link |
01:02:18.560
And so we don't often see the philosophical impact
link |
01:02:22.800
of this kind of idea that the agreements
link |
01:02:25.200
between humans can be written in a programming language.
link |
01:02:30.040
That's a really transformative idea.
link |
01:02:32.760
That, I mean, yeah, it's an idea that's not just technical.
link |
01:02:38.000
It's not just financial.
link |
01:02:39.560
It's philosophical.
link |
01:02:41.000
It's rethinking human nature from a digital perspective.
link |
01:02:46.400
Like what is human civilization?
link |
01:02:48.100
It's interaction between humans.
link |
01:02:51.040
And rethinking that interaction as a digital interaction
link |
01:02:55.840
that is managed by programming languages,
link |
01:02:58.100
by programs, by code.
link |
01:03:00.840
I mean, that's fascinating.
link |
01:03:03.320
That we'll look back at this time potentially
link |
01:03:06.840
as one where us little descendants of apes
link |
01:03:10.120
did not realize how important this moment in history is.
link |
01:03:16.040
Like human beings might be totally different
link |
01:03:19.640
a century from now because we codified
link |
01:03:23.640
the interaction between humans.
link |
01:03:25.840
That might have more of an impact than anything else
link |
01:03:28.760
we do today.
link |
01:03:30.360
You think about the impact of the internet,
link |
01:03:31.760
one of the cool things is digitization of data.
link |
01:03:35.020
But we have not yet integrated the tools,
link |
01:03:38.100
the mechanisms fully that use that data
link |
01:03:42.320
and interact with humans yet.
link |
01:03:43.840
And that's what smart contracts do.
link |
01:03:45.840
I wonder if you think about the role
link |
01:03:47.600
of artificial intelligence in all of this.
link |
01:03:50.200
Because your smart contracts are kind of agreements,
link |
01:03:56.380
maybe you disagree with this,
link |
01:03:57.600
but at least the way I'm thinking about it
link |
01:03:59.880
is agreements between humans or groups of humans.
link |
01:04:03.920
But it seems like because everything's operating
link |
01:04:07.220
in the digital space that you can integrate
link |
01:04:10.600
non humans into this.
link |
01:04:12.960
Or AI systems that help out humans,
link |
01:04:16.180
managed by humans.
link |
01:04:17.600
Like what do you think about a world
link |
01:04:20.960
of hybrid smart contracts,
link |
01:04:25.480
codifying agreements between hybrid
link |
01:04:30.840
intelligent being networks of humans and AI systems?
link |
01:04:35.620
Yeah, I think that makes perfect sense.
link |
01:04:39.080
In terms of AI, I'm not an expert, right?
link |
01:04:42.300
So it might be a bit simplistic or naive,
link |
01:04:45.320
my ideas in this field.
link |
01:04:48.400
I think everyone saw the Terminator movie, right?
link |
01:04:51.760
Everybody kind of saw the Terminator movie in the 90s.
link |
01:04:55.000
And it was like, this is really scary.
link |
01:04:57.520
I personally think AI is amazing and makes perfect sense.
link |
01:05:02.160
I think it will evolve to a place where people have...
link |
01:05:06.400
Just to understand,
link |
01:05:07.240
I work in the world of trust issues, right?
link |
01:05:09.460
I work in the world of how can technology solve trust
link |
01:05:12.980
and collaboration issues using encryption,
link |
01:05:16.080
using cryptographically guaranteed systems,
link |
01:05:18.280
using decentralized infrastructure, right?
link |
01:05:20.040
So that's the world that I've been inhabiting
link |
01:05:22.240
for many, many years now,
link |
01:05:24.800
building smart contracts for seven or eight,
link |
01:05:26.480
doing stuff before that.
link |
01:05:27.520
It's kind of what I'm focused on.
link |
01:05:29.360
So I view AI through that same lens.
link |
01:05:32.920
And my brain naturally asks,
link |
01:05:34.280
well, what is the trust issue
link |
01:05:35.900
that people might have with AI?
link |
01:05:37.920
And my natural kind of response is,
link |
01:05:40.600
well, let's say AI continues to be built and improve.
link |
01:05:44.840
At some point, I have no clue where we are on this now.
link |
01:05:48.000
I've seen different ideas that were very far from this.
link |
01:05:51.040
I've seen other ideas were very close to this.
link |
01:05:52.840
At a certain point, we'd arrive at a place with AI
link |
01:05:55.480
where we would be a little bit worried
link |
01:05:57.840
about just how much it could do, right?
link |
01:05:59.600
We might be worried that AI could do things
link |
01:06:02.180
we don't want it to do,
link |
01:06:04.240
but we still want to give AI
link |
01:06:06.320
a level of control over our lives, right?
link |
01:06:08.600
So in my world, that's a trust issue.
link |
01:06:11.680
And the way that that trust issue
link |
01:06:13.160
would be solved with blockchains
link |
01:06:15.000
is actually very straightforward.
link |
01:06:16.840
And I think in its simplicity, quite powerful.
link |
01:06:19.780
You could have an AI that has an ability to do
link |
01:06:23.420
and control key parts of your and our lives, right?
link |
01:06:28.680
But then you could limit it with private keys
link |
01:06:32.040
and blockchains and create certain guardrails
link |
01:06:35.800
and firm kind of walls and limits
link |
01:06:41.720
to what the AI could never go past,
link |
01:06:44.260
assuming that encryption, right?
link |
01:06:46.960
That encryption continues to work, right?
link |
01:06:49.000
And assuming that if it's not that AI's specialization
link |
01:06:53.060
to break encryption, that it wouldn't be able to do that,
link |
01:06:55.920
right?
link |
01:06:56.760
So if you have an AI that controls
link |
01:06:59.200
something very important, whatever it is,
link |
01:07:01.480
shipping or something in defense
link |
01:07:03.560
or something in the financial system, whatever it is,
link |
01:07:07.400
but you're sitting there and you're kind of worried,
link |
01:07:09.060
hey, this thing is unbelievable.
link |
01:07:11.560
It's coming up with things
link |
01:07:13.080
we wouldn't have thought of in a hundred years,
link |
01:07:14.980
but maybe it's a little too unbelievable.
link |
01:07:17.920
How do you limit it?
link |
01:07:19.680
Well, if you bake in private keys
link |
01:07:22.720
and you bake in these kind of blockchain based limitations,
link |
01:07:27.020
you can create the conditions
link |
01:07:28.960
beyond which an AI could never act.
link |
01:07:31.640
And those could once again be codified
link |
01:07:33.500
in the very specific unambiguous terms
link |
01:07:36.680
in which you described,
link |
01:07:38.040
which once again, in my trust issue focused world,
link |
01:07:41.660
would solve the trust issue for users
link |
01:07:45.020
and make them comfortable with using the AI
link |
01:07:47.880
or ceding control to the AI,
link |
01:07:50.760
which I think in more advanced versions of AI
link |
01:07:53.840
will continue to be a concern, right?
link |
01:07:55.840
This is fascinating.
link |
01:07:57.100
So smart contracts actually provide a mechanism
link |
01:07:59.280
for human supervision of AI systems.
link |
01:08:01.600
With encryption, very encryption heavy.
link |
01:08:04.560
So it's not about like, is it smarter than us?
link |
01:08:07.320
It's about will the encryption hold up?
link |
01:08:09.840
Yep.
link |
01:08:10.780
So that's based on the assumption that encryption holds up.
link |
01:08:15.040
I think that's a safe assumption.
link |
01:08:16.360
We can get into that whole discussion,
link |
01:08:18.120
but from quantum computing,
link |
01:08:19.960
but cracking encryption is very difficult.
link |
01:08:22.000
That's a whole nother discussion.
link |
01:08:23.680
I think we're safe on the safe ground
link |
01:08:25.520
for quite a long time, assuming encryption holds.
link |
01:08:29.860
I, there's a space that is at the cutting edge
link |
01:08:38.020
of general intelligence research in the AI community,
link |
01:08:41.400
which is the space of program synthesis
link |
01:08:44.680
or AI generating programs.
link |
01:08:47.360
So that's different than what you're referring to
link |
01:08:50.300
is AI being able to generate smart contracts.
link |
01:08:54.800
And that to me is kind of fascinating
link |
01:09:00.400
to think of, especially two AI systems
link |
01:09:03.560
between each other, generating contracts,
link |
01:09:07.080
sort of almost creating a world
link |
01:09:10.760
where most of the contracts are between nonhuman beings.
link |
01:09:15.460
I think an AI system, as I think about it,
link |
01:09:17.800
and once again, this is not my field.
link |
01:09:19.340
This is something I might watch a YouTube video on
link |
01:09:21.320
or just see something interesting about at some point.
link |
01:09:25.120
I think if I were to just reason through it even now,
link |
01:09:29.320
I think the highly deterministic
link |
01:09:30.960
and guaranteed nature of smart contracts
link |
01:09:34.400
would probably be preferable to an AI
link |
01:09:37.920
because I'm guessing an AI would have a lot of problems
link |
01:09:41.800
with dealing with the human element
link |
01:09:43.720
of how contracts work today, right?
link |
01:09:45.600
So an AI, for example, couldn't pick up the phone
link |
01:09:48.560
and call Dave at a bank to do a derivative
link |
01:09:53.360
and kind of discuss with Dave and have a call with him
link |
01:09:55.800
and kind of have a conversation and get him comfortable
link |
01:09:58.840
and tell him it's gonna be fine
link |
01:10:00.320
and kind of smooth out all the weird social cues
link |
01:10:03.600
that have to do with making certain derivatives.
link |
01:10:06.180
I'm assuming that that's a pretty complicated
link |
01:10:09.920
neural map AI kind of problem.
link |
01:10:15.360
Yeah, so if I think about it,
link |
01:10:17.240
the deterministic guaranteed nature of smart contracts
link |
01:10:21.120
probably would, and if, assuming they're accessible to AIs,
link |
01:10:25.120
could actually, interestingly enough, be the format
link |
01:10:28.540
that they prefer to codify their relationship
link |
01:10:32.340
with non AI systems and very possibly other AI systems,
link |
01:10:37.400
right, because it is very,
link |
01:10:41.760
I mean, it's pretty guaranteed, right?
link |
01:10:44.060
All the other types of contracts
link |
01:10:46.040
that an AI could go out there and seek to do
link |
01:10:50.440
would require some language processing around the law.
link |
01:10:56.160
And I think, I don't know if this is a term,
link |
01:10:59.520
but probably not a smart AI or a good AI
link |
01:11:01.640
or whatever the term is for a high quality AI,
link |
01:11:04.640
would probably realize some of the limitations
link |
01:11:08.060
and the risks.
link |
01:11:09.220
Yeah, yeah, AI definitely dislikes ambiguity
link |
01:11:12.000
and would prefer the determinism,
link |
01:11:14.560
the deterministic nature of smart contracts.
link |
01:11:17.520
I do wonder about this particular problem
link |
01:11:19.680
and maybe you could speak to it of how smart contracts
link |
01:11:23.500
can take over certain industries in a sense
link |
01:11:27.960
or how certain industries can convert their sets
link |
01:11:31.380
of agreements into smart contracts,
link |
01:11:34.160
which is, you mentioned sort of talking to Dave
link |
01:11:36.360
from the bank, many of our laws, many of our agreements
link |
01:11:41.040
are currently through natural language, through words.
link |
01:11:46.880
And so there is a process of mapping that has to occur
link |
01:11:50.320
in order to convert the legal agreements,
link |
01:11:53.800
legal contracts of today to smart contracts
link |
01:11:58.280
that by the way, AI may be able to help with.
link |
01:12:01.040
But by way of question, how do you think we convert
link |
01:12:06.100
the legal contracts on which many industries
link |
01:12:09.680
currently function today or not even legal contracts,
link |
01:12:13.520
but ambiguous kind of agreements,
link |
01:12:15.960
maybe they're loose sometimes into more formal
link |
01:12:19.440
deterministic agreements that are represented
link |
01:12:22.840
by smart contracts?
link |
01:12:25.020
So I think there's two, maybe two sides to this.
link |
01:12:30.280
I think the first one is actually not a huge problem
link |
01:12:32.940
where you have things like the is the master agreement
link |
01:12:35.280
for derivatives or you have these agreements
link |
01:12:37.580
that basically already reference a system somewhere,
link |
01:12:41.080
like for example, many legal agreements
link |
01:12:43.220
already accept eSignature.
link |
01:12:45.020
And so they're saying, hey, I'm gonna use
link |
01:12:46.520
this computing system over here around signatures
link |
01:12:49.320
and I'm gonna consider, and there's laws around that
link |
01:12:51.300
and there's clauses that say eSignature is good enough
link |
01:12:53.640
for this agreement.
link |
01:12:55.080
I actually don't think this is a big problem
link |
01:12:57.220
for the vast majority of legal agreements
link |
01:12:59.740
that use systems already.
link |
01:13:02.000
So what you'll do is you'll swap out one repository
link |
01:13:05.440
or one set of system of contract settlement.
link |
01:13:09.120
And you'll just say, hey, this blockchain system over here
link |
01:13:11.480
is my new system of contract settlement.
link |
01:13:13.520
Whatever it says is the state of the agreement
link |
01:13:16.800
instead of the centralized system over there.
link |
01:13:20.440
And so there's actually a huge amount of agreements
link |
01:13:22.260
that are already able to do that
link |
01:13:24.840
and I think we'll do that.
link |
01:13:26.680
I think there's another side to your question,
link |
01:13:28.840
which is the amount of agreements that are very ambiguous
link |
01:13:33.840
that can be turned into smart contracts.
link |
01:13:36.120
And I think the limitation there is twofold.
link |
01:13:39.280
First of all, like you said earlier,
link |
01:13:41.740
the highly reliable smart contract
link |
01:13:44.120
and the lack of opaqueness and the clarity
link |
01:13:46.560
of smart contracts is very high and very powerful
link |
01:13:52.120
and very clear and it's, in my opinion,
link |
01:13:54.800
gonna be much, much easier to take a smart contract
link |
01:13:58.360
and turn it into a set of natural language explanations
link |
01:14:01.680
and just say, hey, this is what this does, right?
link |
01:14:05.600
So I think that many contracts are,
link |
01:14:08.280
and even now in decentralized finance and DeFi
link |
01:14:11.000
and in decentralized insurance,
link |
01:14:12.000
they're basically being rebuilt in this format
link |
01:14:14.820
and that rebuilding will make them clearer, like you said,
link |
01:14:18.200
and then restating those in natural language
link |
01:14:20.240
and explaining to people, well, you know,
link |
01:14:21.680
whether it is this, I think it'll actually be a lot simpler
link |
01:14:24.340
to explain to people what the contract is about.
link |
01:14:26.040
It's fascinating.
link |
01:14:27.160
Mapping smart contracts into natural language,
link |
01:14:29.180
I didn't even think about that.
link |
01:14:30.240
So that's, you're saying that's doable
link |
01:14:33.400
and natural and easy to do.
link |
01:14:35.960
Because there's so much clear, right?
link |
01:14:37.680
There's that forced clarity that you talked about.
link |
01:14:40.040
I think the second aspect of this problem
link |
01:14:42.840
is the nuance around what contracts can be made unambiguous
link |
01:14:47.680
and I think that comes down to,
link |
01:14:49.280
often comes down to proving what happened,
link |
01:14:51.960
which is where Oracle networks
link |
01:14:53.240
and decentralized Oracle networks and Chainlink would come in
link |
01:14:56.100
and our experience there is quite extensive
link |
01:14:58.740
over the many years that we've worked on many different
link |
01:15:00.720
contract types.
link |
01:15:02.320
I think what it fundamentally comes down to
link |
01:15:05.560
is whether there is data.
link |
01:15:07.640
So we're not gonna be able to make a hybrid smart contract
link |
01:15:11.520
about whether somebody painted your house
link |
01:15:13.240
the right color blue.
link |
01:15:15.040
We're just not gonna be doing that
link |
01:15:16.360
because there's no data feed that tells us
link |
01:15:18.480
that your house was painted blue
link |
01:15:19.760
or that it was the right color of blue.
link |
01:15:22.200
You know, unless somebody sets up a drone
link |
01:15:24.160
with a color analysis tool and they generate that data.
link |
01:15:28.220
Which by the way, it could be possible, right?
link |
01:15:29.960
They could, there could be, if there's enough demand
link |
01:15:32.240
then the service would be created
link |
01:15:33.800
that has drones flying around
link |
01:15:35.500
that's telling you about the colors of, you know,
link |
01:15:38.040
all this kind of stuff.
link |
01:15:38.920
So if there's actual demand that that would be created
link |
01:15:41.560
and because there'll be value to connect that data feed
link |
01:15:44.660
to the smart contracts and so on.
link |
01:15:46.360
I think you have it unbelievably right
link |
01:15:48.640
because there are already insurance companies
link |
01:15:51.060
that use drones to monitor construction sites from overhead
link |
01:15:54.400
and see how many people are wearing hard hats.
link |
01:15:57.120
And if the percentage of people wearing hard hats
link |
01:15:59.120
isn't sufficiently high, then, you know,
link |
01:16:01.180
the policy is voided.
link |
01:16:02.720
And so in that case, there is a data source
link |
01:16:05.240
and that data source can be put
link |
01:16:06.680
into a hybrid smart contract.
link |
01:16:08.360
So the limitation of hybrid smart contracts is,
link |
01:16:11.040
is there a data source or a set of data sources
link |
01:16:13.820
to create definitive truth,
link |
01:16:15.640
to settle the contract and eliminate ambiguity.
link |
01:16:18.960
And then as you said, I think as people realize
link |
01:16:22.520
that smart contracts are a format
link |
01:16:24.800
in which they can form agreement about things
link |
01:16:27.240
like that insurance product around, you know,
link |
01:16:29.320
how many people are wearing hard hats.
link |
01:16:31.200
If I'm the construction site owner, well, you know,
link |
01:16:33.760
I would really like a guarantee
link |
01:16:35.640
that your insurance policy is gonna pay me out
link |
01:16:38.880
if everyone is wearing hard hats.
link |
01:16:40.780
And in that case, there is demand for the data
link |
01:16:44.560
and people will generate the data.
link |
01:16:46.520
And I actually think the insurance industry
link |
01:16:48.480
is interestingly a precursor of this
link |
01:16:50.080
because they're so data driven.
link |
01:16:51.640
You already see insurance companies paying IoT companies
link |
01:16:56.040
to put data into their customer's infrastructure
link |
01:16:59.080
at the cost of the insurance company
link |
01:17:01.320
to generate the data that the insurance company uses
link |
01:17:03.840
to make a policy for the customer.
link |
01:17:05.780
So you basically already have people
link |
01:17:08.240
who really want to price data into their agreements
link |
01:17:12.200
when they're of sufficiently high value paying
link |
01:17:15.200
for their own customers to get data sensors
link |
01:17:18.820
into their infrastructure.
link |
01:17:20.600
And I think as smart contracts become more
link |
01:17:23.400
of a requested format or data driven contracts
link |
01:17:26.800
become more of a format,
link |
01:17:28.240
there will be a growing demand
link |
01:17:31.160
about proving what happened through data.
link |
01:17:33.680
So it'll be motivating totally new data feeds being created.
link |
01:17:36.820
By the way, the insurance industry broadly,
link |
01:17:40.240
the revolutions there, it would be huge.
link |
01:17:42.800
I've worked quite a bit with autonomous vehicles,
link |
01:17:44.720
semi autonomous and just vehicles in general.
link |
01:17:47.700
The insurance industry there, by the way,
link |
01:17:49.680
makes a huge amount of money,
link |
01:17:51.520
but is using very crappy data feeds,
link |
01:17:56.160
revolutionizing how like not by crappy,
link |
01:18:00.160
I mean very crude.
link |
01:18:01.520
Like literally the insurance is based on things like age,
link |
01:18:06.300
gender, like basic demographic information
link |
01:18:09.080
as opposed to really high resolution information
link |
01:18:13.320
about you as an individual,
link |
01:18:15.280
which you may or may not want to provide.
link |
01:18:18.160
So you can choose from an individual perspective
link |
01:18:20.320
to provide a data feed.
link |
01:18:21.400
And there like the power of insurance
link |
01:18:30.500
to enable the individual,
link |
01:18:33.480
to empower the individual could be huge
link |
01:18:36.720
because ultimately smart contracts motivate the use of data,
link |
01:18:40.460
the creation of new data feeds,
link |
01:18:42.160
but leveraging the whatever service it provides in truth,
link |
01:18:48.760
as opposed to some kind of very loose notion of who you are.
link |
01:18:52.680
So that I'm not, again,
link |
01:18:55.240
not sure how that would change things,
link |
01:18:57.200
but in terms of the fundamental experience of life,
link |
01:19:02.360
because I think we all rely on insurance,
link |
01:19:04.040
not just in business, but in life
link |
01:19:06.160
and grounding that insurance
link |
01:19:09.300
in more and more accurate representation of reality
link |
01:19:13.320
might just have transformative effects on society.
link |
01:19:15.940
Well, just to mention one quick thing that you said,
link |
01:19:18.840
where I noticed another trust issue,
link |
01:19:20.560
you said the user might not want to share their data.
link |
01:19:23.720
So what you could actually do,
link |
01:19:25.140
and what we've already worked on is,
link |
01:19:26.980
you can have a smart contract that holds the data
link |
01:19:30.240
and evaluates the data of the user
link |
01:19:32.900
without sharing it with the insurance companies.
link |
01:19:35.480
And the insurance company knows that the smart contract
link |
01:19:38.080
will evaluate it according to the policy.
link |
01:19:40.520
They don't need the data.
link |
01:19:41.880
And the user can provide the data
link |
01:19:45.280
knowing it'll never touch the insurance company
link |
01:19:47.200
because it's only provided to the smart contract.
link |
01:19:49.860
And suddenly you've solved another trust issue
link |
01:19:52.480
because the autonomous piece of code
link |
01:19:54.520
can evaluate information separately from the interests
link |
01:19:58.280
of both of the counterparties.
link |
01:20:00.320
And so this is the recurring theme.
link |
01:20:02.040
I think you're seeing this recurring theme
link |
01:20:03.580
where there's a trust issue,
link |
01:20:05.280
people can't use the system, they can't collaborate,
link |
01:20:07.840
they can't share information
link |
01:20:09.280
that would make a better agreement for both of them,
link |
01:20:11.240
they can't solve a risk in their daily life,
link |
01:20:14.640
they can't participate in a market,
link |
01:20:16.260
they can't have a bank account
link |
01:20:17.560
because nobody will give it to them
link |
01:20:18.600
because they can't give it to them in that legal system.
link |
01:20:22.000
And once you have an autonomous piece of code
link |
01:20:25.360
that can also know what's going on,
link |
01:20:27.920
thanks to Oracle networks and that combination of the code
link |
01:20:30.580
and the Oracle network for the hybrid smart contract,
link |
01:20:34.240
the same pattern just recurs.
link |
01:20:36.720
It's really the same pattern.
link |
01:20:38.160
And this is why I keep saying trust issues.
link |
01:20:40.720
It's because I basically,
link |
01:20:43.080
almost every contractual trust issue that I see
link |
01:20:45.780
where there is a piece of data to prove
link |
01:20:47.620
and settle the trust issue
link |
01:20:49.740
in a way that works for both parties,
link |
01:20:53.320
there is no reason not to use an autonomous,
link |
01:20:55.840
highly reliable contract and piece of code.
link |
01:20:59.600
And I have to tell you,
link |
01:21:01.240
I've seen this in a lot of different industries.
link |
01:21:04.080
I've seen it insurance, ad networks,
link |
01:21:07.120
global finance, global trade,
link |
01:21:09.200
those are all multi trillion dollar industries.
link |
01:21:11.760
And then there are other smaller industries.
link |
01:21:14.040
Like even one of the first smart contracts
link |
01:21:16.240
we worked on many years ago
link |
01:21:17.760
was for search engine optimization firms
link |
01:21:20.640
where they would tell you,
link |
01:21:21.640
hey, I'm gonna raise your search engine ranking,
link |
01:21:24.160
give me the money.
link |
01:21:25.520
And people wouldn't wanna give them the money
link |
01:21:26.920
because they never knew if they were gonna do it.
link |
01:21:29.760
And then the search engine firm
link |
01:21:30.840
doesn't wanna do any work
link |
01:21:31.740
thinking they'll never get any money.
link |
01:21:33.600
So we just initially even came up with a system
link |
01:21:36.200
where you could put Bitcoin into a smart contract
link |
01:21:38.960
and it would be released based on whether the search rank
link |
01:21:42.480
of a website got to a certain level on Google
link |
01:21:45.000
for a certain keyword, right?
link |
01:21:47.080
And so the trust problem was solved.
link |
01:21:49.140
But it's just the same story, right?
link |
01:21:50.740
It's kind of like trust issues around AI,
link |
01:21:52.560
trust issues around financial products,
link |
01:21:54.200
trust issues around insurance,
link |
01:21:55.480
trust issues around social media, whatever it is.
link |
01:21:58.960
I think that's what people looking at this industry
link |
01:22:04.500
really need to understand.
link |
01:22:06.140
And once they do understand,
link |
01:22:07.200
they realize what this is all about.
link |
01:22:09.440
This is about redefining how everyone collaborates
link |
01:22:14.240
with everyone about everything
link |
01:22:17.360
where we can prove something through data.
link |
01:22:20.000
You've mentioned confidentiality and privacy
link |
01:22:23.520
that the parties don't need to necessarily know private data
link |
01:22:27.520
in this interaction.
link |
01:22:28.360
You talk about confidentiality in the white paper
link |
01:22:32.360
for Chainlink 2.0.
link |
01:22:33.940
Can you talk more about how to achieve confidentiality
link |
01:22:38.080
in this process?
link |
01:22:39.860
Sure, sure, absolutely.
link |
01:22:43.220
So I think you once again need to think of the contract
link |
01:22:45.560
as existing in two parts, right?
link |
01:22:47.020
You have the on chain code
link |
01:22:48.340
and then you have this off chain system
link |
01:22:49.880
called the centralized Oracle network.
link |
01:22:52.740
So the question is really what portion of the contract
link |
01:22:56.720
should live in what part of these two systems, right?
link |
01:23:00.680
So if you wanna create transparency,
link |
01:23:03.720
you should put more information on chain
link |
01:23:06.960
because that's what blockchains are very good at.
link |
01:23:09.240
They're public, transparent,
link |
01:23:12.240
but they don't necessarily have privacy.
link |
01:23:15.000
Well, you can see how those two things
link |
01:23:16.700
are a little bit kind of completely diametrically opposed.
link |
01:23:21.440
So I do think and I do see blockchains working
link |
01:23:25.360
on on chain encrypted smart contracts.
link |
01:23:28.800
That's very inefficient.
link |
01:23:29.980
It has a lot of nuances around it.
link |
01:23:32.640
That I think will appear at some point.
link |
01:23:35.060
I think until it appears,
link |
01:23:37.320
you have an option of taking a part of the computation
link |
01:23:41.580
and putting it into the centralized Oracle network.
link |
01:23:44.800
We actually did an entire paper about this
link |
01:23:47.160
that we presented at Stanford in February of last year,
link |
01:23:52.200
something called Mixicles,
link |
01:23:53.420
which basically talks about how you can take
link |
01:23:55.640
an Oracle network and you can put a portion
link |
01:23:58.380
of the computation into the Oracle network,
link |
01:24:01.080
assuming that you're comfortable with that limited set
link |
01:24:04.160
of nodes knowing what the computation is.
link |
01:24:07.060
And you could actually provide additional confidentiality
link |
01:24:09.760
through special hardware
link |
01:24:11.060
called trusted execution environments
link |
01:24:12.920
that all those nodes are forced to run.
link |
01:24:15.320
So they won't even know what they're operating.
link |
01:24:17.900
And so at the end of the day,
link |
01:24:19.600
if you look at a hybrid smart contract
link |
01:24:22.160
as gaining functionality from its on chain code
link |
01:24:24.680
and gaining other functionality
link |
01:24:26.160
from its off chain decentralized Oracle network component,
link |
01:24:30.520
you can place the part of the computation
link |
01:24:32.840
that you would like to be private
link |
01:24:34.600
in the decentralized Oracle network,
link |
01:24:37.280
because you can control the set of nodes.
link |
01:24:40.800
You can control the committee of nodes
link |
01:24:42.820
and you can require that they run certain hardware
link |
01:24:46.120
to keep the information private, right?
link |
01:24:48.000
So you could basically make a derivative that,
link |
01:24:50.760
or a binary option is the example used
link |
01:24:52.560
in the Mixicles paper where the payout happened on chain,
link |
01:24:57.200
but it was actually impossible to tell
link |
01:24:59.680
what the outcome of the contract was.
link |
01:25:02.400
So the outcome of the contract was computed
link |
01:25:04.820
in the centralized Oracle network.
link |
01:25:06.560
And then there was a switch that triggered
link |
01:25:08.680
who received the payment,
link |
01:25:10.440
but from the point of view of analyzing
link |
01:25:13.760
the on chain transactions and seeing who received
link |
01:25:18.760
the payment or what the outcome of the contract was,
link |
01:25:21.480
you couldn't derive that,
link |
01:25:24.000
you couldn't backward engineer what that was,
link |
01:25:26.400
but the users of that hybrid smart contract
link |
01:25:30.160
still had on chain code that guaranteed them
link |
01:25:33.560
that as long as the decentralized Oracle network
link |
01:25:36.080
found a certain outcome, right?
link |
01:25:37.920
Determined a certain outcome
link |
01:25:39.540
that the relevant user would get paid
link |
01:25:42.080
and there was still a place to put value, right?
link |
01:25:45.680
So there is this kind of fundamental tension
link |
01:25:49.360
between confidentiality, privacy,
link |
01:25:52.400
which is very important for many contracts,
link |
01:25:54.240
which is critical to many contracts
link |
01:25:56.160
and the public and transparent nature of blockchains,
link |
01:25:59.560
which I think eventually will be solved
link |
01:26:01.920
through encrypted on chain smart contracts.
link |
01:26:04.720
That'll take some time,
link |
01:26:05.920
I think that'll take years in my opinion.
link |
01:26:08.240
And before we arrive there,
link |
01:26:11.000
I think people will put the private portion
link |
01:26:13.120
into the centralized Oracle network.
link |
01:26:15.080
Once again, going back to what
link |
01:26:16.760
the decentralized Oracle networks do,
link |
01:26:19.080
they seek to provide these services, right?
link |
01:26:21.660
So the ability to do a privacy preserving computation
link |
01:26:25.360
is perhaps a service without which
link |
01:26:28.160
a certain type of contract might never come into existence
link |
01:26:31.480
in the form of an on chain hybrid smart contract.
link |
01:26:34.560
And so this is once again,
link |
01:26:35.920
what we see the centralized Oracle networks
link |
01:26:38.240
and decentralized services doing
link |
01:26:40.040
is providing people these tools and building blocks
link |
01:26:43.060
to compose, like I'm great at making
link |
01:26:46.760
these derivatives contracts,
link |
01:26:48.000
but I can't make them unless I can retain
link |
01:26:50.360
the privacy of them.
link |
01:26:52.200
And our goal is to provide the infrastructure
link |
01:26:56.120
that gives you as a developer
link |
01:26:57.680
and as a creator of smart contracts, that capability.
link |
01:27:00.940
And what we've seen is that as we provide that capability,
link |
01:27:03.680
people create more,
link |
01:27:04.920
which is also really the story of the internet, right?
link |
01:27:07.240
The story of the internet is it was really tough
link |
01:27:09.520
to do eCommerce while everything was an HTTP
link |
01:27:13.200
and credit cards were transmitted publicly.
link |
01:27:15.760
And so eCommerce was kind of tough
link |
01:27:17.240
because how am I gonna send my credit card
link |
01:27:18.880
over public on encrypted channels, right?
link |
01:27:21.400
But the second HTTPS appears,
link |
01:27:23.280
eCommerce becomes a lot easier
link |
01:27:24.920
because I can put in my credit card number
link |
01:27:26.920
and it can be sent over an encrypted channel
link |
01:27:29.120
and it's not at risk.
link |
01:27:30.500
And so I can participate in eCommerce
link |
01:27:32.000
as long as I have a credit card.
link |
01:27:33.680
I think those types, and I'm sure that was unexpected,
link |
01:27:36.880
right, I'm sure at the time that was an unexpected outcome
link |
01:27:40.120
from that technology.
link |
01:27:42.000
And so I think this is why we sometimes have this focus
link |
01:27:45.440
on privacy because in our work with contracts
link |
01:27:48.560
and their transition into this hybrid smart contract form,
link |
01:27:51.760
we see a substantial amount of need for privacy
link |
01:27:55.780
as an inherent property of these contracts.
link |
01:27:59.860
And it'll take a while before that's possible
link |
01:28:01.880
to create the kind of technology innovation required
link |
01:28:04.480
to do that on chain.
link |
01:28:05.600
I know there's a few ideas that are being floating about,
link |
01:28:07.880
but so the currently distributed Oracle networks
link |
01:28:10.820
provide that feature, which is essential to many contracts.
link |
01:28:14.280
What brings to mind in this whole space,
link |
01:28:16.880
again, it might be outside of your expertise,
link |
01:28:20.240
but within the world which I'm passionate about,
link |
01:28:23.520
which is machine learning,
link |
01:28:25.120
and it seems like very naturally
link |
01:28:27.860
because current machine learning systems
link |
01:28:31.280
are very data hungry
link |
01:28:33.320
and much of the value mined by companies
link |
01:28:37.900
in the digital space are from data.
link |
01:28:40.400
They often want their data to maintain privacy.
link |
01:28:44.880
So you think about an autonomous vehicle space,
link |
01:28:47.500
Tesla is collecting a huge amount of data,
link |
01:28:49.520
Waymo is collecting a huge amount of data.
link |
01:28:53.160
It seems like it would be very beneficial
link |
01:28:54.760
to form contracts where one could use the data
link |
01:28:57.200
from the other in some kind of privacy preserving way,
link |
01:29:00.720
but also where all the uses of data are codified
link |
01:29:05.880
and you can exchange value cleanly,
link |
01:29:08.560
basically contracts over data,
link |
01:29:10.720
over machine learning systems use of different data.
link |
01:29:15.840
I don't know, do you talk to machine learning folks
link |
01:29:19.200
that use ideas of smart contracts
link |
01:29:21.480
or is that for outside of your interest?
link |
01:29:23.320
Because it seems like exceptionally applicable set of,
link |
01:29:27.460
when we talk about different services
link |
01:29:29.120
that might be created and revolutionized by smart,
link |
01:29:33.360
especially hybrid smart contracts,
link |
01:29:36.200
I think machine learning systems comes to mind to me
link |
01:29:40.120
in all industries.
link |
01:29:42.200
I don't know if you've gotten a chance
link |
01:29:43.520
to interact with those folks, with those services.
link |
01:29:46.680
I think what you're talking about is more data marketplaces
link |
01:29:49.160
in the data marketplace side of things.
link |
01:29:52.860
Well, this is actually once again, very applicable
link |
01:29:55.360
because there's a trust issue.
link |
01:29:56.760
At the end of the day,
link |
01:29:58.400
let's say I'm trying to sell you some data.
link |
01:30:00.560
You don't know the quality of the data.
link |
01:30:03.000
So you don't know what you wanna pay for it.
link |
01:30:04.720
And I can't give you the data for you
link |
01:30:06.540
to determine the quality
link |
01:30:07.520
because I've given you the data, right?
link |
01:30:09.880
Guess what?
link |
01:30:10.720
We need an autonomous impartial agent.
link |
01:30:13.680
We need an impartial computational kind of agent
link |
01:30:17.160
and on chain smart contract with an Oracle network
link |
01:30:20.920
to assess my data to write,
link |
01:30:23.320
to basically take random cross section samples of the data,
link |
01:30:28.320
assess it for quality, assess it for signal
link |
01:30:31.920
from the algorithm you have,
link |
01:30:33.560
which you don't wanna share with me
link |
01:30:35.200
because you don't wanna know the algorithm
link |
01:30:36.400
you're working on, right?
link |
01:30:37.760
You don't want me to know what you want the data for.
link |
01:30:40.880
So now the autonomous agent takes your algorithm,
link |
01:30:44.120
keeping it private from me and takes my data,
link |
01:30:46.020
keeping it private from you,
link |
01:30:47.720
assesses it on a random cross section sampling
link |
01:30:50.680
for quality of data, returns the scoring back to you,
link |
01:30:54.700
allows you to determine a price.
link |
01:30:57.480
And now both you and me know that we've arrived
link |
01:31:00.400
at a fair price for the quality of my data
link |
01:31:03.680
for what you wanna do with it.
link |
01:31:06.840
And that's once again,
link |
01:31:09.400
from what I've seen in the data marketplaces,
link |
01:31:12.180
which are full of people who want that data
link |
01:31:14.680
for these learning models, often for financial markets,
link |
01:31:17.400
often for other reasons,
link |
01:31:20.240
this is their fundamental problem,
link |
01:31:22.240
which amazingly enough,
link |
01:31:24.440
there's a trust issue that is getting solved.
link |
01:31:28.080
And I think you can see even on the face of it,
link |
01:31:31.160
once that trust issue is solved,
link |
01:31:33.640
those markets can work a lot better, right?
link |
01:31:36.680
I don't need to know your algorithm.
link |
01:31:38.000
You don't need to know my data.
link |
01:31:39.560
We both know that the autonomous agent
link |
01:31:41.920
is not under either of our control
link |
01:31:43.680
and gave us a fair assessment and a fair price.
link |
01:31:46.360
And that's it.
link |
01:31:47.960
And we're all very comfortable with that.
link |
01:31:50.960
I could even make conditions
link |
01:31:52.560
that your algorithm isn't analyzing the data
link |
01:31:55.360
for something I don't want you to analyze it for,
link |
01:31:57.160
or you could make conditions
link |
01:31:59.000
that the data has to have any number of properties.
link |
01:32:02.440
And once again, you haven't leaked any signal to me
link |
01:32:05.160
and I haven't leaked any data to you,
link |
01:32:07.480
which is once again,
link |
01:32:09.120
just another type of trust issue that all of this solve.
link |
01:32:12.280
So it's the same pattern.
link |
01:32:14.200
If you work in this industry long enough,
link |
01:32:15.840
or if you really look at these use cases long enough,
link |
01:32:18.440
you'll simply come to the question,
link |
01:32:20.080
and this is the useful question,
link |
01:32:22.280
what is the trust issue this is solving?
link |
01:32:24.800
And then if you can get an answer to that question
link |
01:32:27.160
on a case by case basis,
link |
01:32:28.960
that's when you'll understand why blockchains are relevant.
link |
01:32:32.640
And then once you do that with enough use cases,
link |
01:32:35.240
it becomes a little bit mind blank.
link |
01:32:38.640
You've mentioned trust quite a bit.
link |
01:32:40.600
You also mentioned trust minimization
link |
01:32:45.880
in the Chainlink White Paper.
link |
01:32:48.920
Can we dig into trust a little bit more?
link |
01:32:51.600
What is the nature of trust
link |
01:32:53.800
that you think about in these smart contracts?
link |
01:32:56.120
What is trust minimization?
link |
01:32:58.160
How do we accomplish, achieve trust minimization?
link |
01:33:02.160
Sure, sure.
link |
01:33:03.000
I think it's important maybe to have a conception
link |
01:33:05.640
of what the alternative is, right?
link |
01:33:07.440
What is highly reliable trust minimized off chain
link |
01:33:11.640
and on chain computation and alternative to?
link |
01:33:14.080
So this is just kind of how I see the world
link |
01:33:17.000
in these two camps.
link |
01:33:18.960
One camp is the traditional,
link |
01:33:20.760
what I call brand based or paper guarantee camp.
link |
01:33:25.240
And this is the world as pretty much most
link |
01:33:27.520
or all people know today.
link |
01:33:29.120
This is the world where there's a bank logo
link |
01:33:31.400
or an insurance company logo, or some kind of logo.
link |
01:33:34.160
There's a very big building with marble arches
link |
01:33:36.460
and columns, it's the biggest building in the town.
link |
01:33:39.440
It's bigger than the church.
link |
01:33:40.980
And everybody feels very good.
link |
01:33:42.360
Everybody's got such a nice logo.
link |
01:33:43.720
It's such a big building.
link |
01:33:45.240
Why don't I give them my money?
link |
01:33:47.640
Why don't I interact with them on the basis
link |
01:33:49.760
of any kind of agreement?
link |
01:33:51.820
And that's good.
link |
01:33:52.900
And that is definitely better than that not being there.
link |
01:33:56.120
And that is definitely a huge improvement
link |
01:33:57.980
for how people conduct commerce.
link |
01:34:00.280
Letters of credit from branded entities
link |
01:34:04.140
are very important for global trade to take place
link |
01:34:06.760
in the early stages of global trade.
link |
01:34:09.360
So that's good, but it is fundamentally
link |
01:34:13.480
just a paper agreement with a legal framework behind it.
link |
01:34:16.800
And if the paper agreement you have would say Robinhood
link |
01:34:20.680
or somebody else suddenly has to change,
link |
01:34:24.000
well, it changes and you can't really do anything about it.
link |
01:34:26.520
You won't be able to change anything
link |
01:34:28.320
about what happened there.
link |
01:34:29.740
There's some long terms of service.
link |
01:34:31.240
There's some other agreements around all this stuff.
link |
01:34:34.560
At the end of the day,
link |
01:34:36.560
that's the brand based and paper guarantee world
link |
01:34:40.440
where it's all very vague and opaque
link |
01:34:42.240
and you're kind of hoping for the best
link |
01:34:44.080
because there's a nice logo.
link |
01:34:45.680
It's been around a hundred years.
link |
01:34:47.240
There's a lot of marble.
link |
01:34:48.320
Put a lot of marble.
link |
01:34:49.320
Big building, lots of marbles.
link |
01:34:50.800
This is why banks have such nice buildings, right?
link |
01:34:53.760
It's not because they want to spend money on buildings.
link |
01:34:56.040
It's to create confidence in them as an entity
link |
01:35:00.000
in order for people to transact through them, right?
link |
01:35:03.200
This is why all these kind of go to cities
link |
01:35:06.440
that had gold rushes, go to cities
link |
01:35:08.760
that needed banking as a service in certain time periods,
link |
01:35:12.560
they're the most beautiful buildings
link |
01:35:14.040
at least in the United States.
link |
01:35:15.960
So this is the brand based paper guarantee model
link |
01:35:19.040
for which up until now,
link |
01:35:20.480
there has never been an alternative, right?
link |
01:35:22.040
So up until now, if you had a bad experience with a bank
link |
01:35:25.080
or insurance company or some logo somewhere,
link |
01:35:28.360
you would only have one option.
link |
01:35:30.360
Your option would be to go across the road
link |
01:35:32.360
and down the block to another building
link |
01:35:35.400
with another color of marble
link |
01:35:37.680
and another set of agreements
link |
01:35:39.320
that are fundamentally still paper brand agreements, right?
link |
01:35:43.120
Now for the first time, you have mathematical agreements.
link |
01:35:47.560
You have mathematically guaranteed encryption secured,
link |
01:35:52.480
decentralized infrastructure powered agreements, right?
link |
01:35:56.520
This is really the shift.
link |
01:35:59.480
This is really the comparison and the alternative
link |
01:36:03.400
through which people should view all of this in my opinion,
link |
01:36:05.560
because there's once again, this conception
link |
01:36:07.960
that everything is fine, everything works very well.
link |
01:36:11.080
Well, it does, it works fine and very well
link |
01:36:13.480
as long as nothing goes wrong.
link |
01:36:15.120
And then in the cases when things go wrong,
link |
01:36:17.520
which they pretty much invariably at some point do,
link |
01:36:20.360
then you find out that, well, you know,
link |
01:36:22.040
turns out they don't have to pay me
link |
01:36:23.840
or turns out I can't trade
link |
01:36:25.240
or turns out the ATMs can be locked up
link |
01:36:27.920
and only give me 66 euros per day,
link |
01:36:30.120
whether I'm a business or an individual,
link |
01:36:31.760
like what happened in Greece a few years ago, right?
link |
01:36:35.080
And the reality is that once that becomes a strong enough
link |
01:36:41.960
kind of realization for people,
link |
01:36:43.840
I think they will all just migrate
link |
01:36:45.280
to mathematically guaranteed contracts
link |
01:36:47.480
because why wouldn't you?
link |
01:36:49.520
So in the world of mathematically guaranteed contracts,
link |
01:36:53.240
kind of how do we, and cryptographically secured
link |
01:36:56.240
and decentralized infrastructure powered,
link |
01:36:57.960
how do we evolve into that world?
link |
01:37:01.400
Well, at the end of the day, it comes down to consensus,
link |
01:37:05.080
right, it comes down to a collection of independent nodes,
link |
01:37:09.560
a collection of provably independent computing systems
link |
01:37:13.280
arriving at the same conclusion impartially.
link |
01:37:17.120
That conclusion might be the transaction
link |
01:37:20.440
is valid between address A and address B,
link |
01:37:25.280
address A has one Bitcoin,
link |
01:37:26.720
wants to send it to address B,
link |
01:37:27.920
now address B has one Bitcoin, right?
link |
01:37:29.960
So that's one degree of validation.
link |
01:37:32.000
It has certain cryptographic primitives
link |
01:37:33.880
that are used, certain levels of cryptography,
link |
01:37:36.240
encryption, and other methods
link |
01:37:37.760
that basically provide clarity and those guarantees.
link |
01:37:42.480
But fundamentally, it's this level of consensus
link |
01:37:44.640
that multiple independent computing systems
link |
01:37:48.120
came to the same conclusion, verified that conclusion
link |
01:37:51.280
and created a sense of finality,
link |
01:37:53.480
created a final state that is globally considered
link |
01:37:56.920
to be the state of a transaction.
link |
01:38:00.920
And that is how it's achieved, right?
link |
01:38:03.840
So it's achieved by users looking
link |
01:38:06.720
at these mathematical contract systems and saying,
link |
01:38:11.320
you know, if I have money in a bank,
link |
01:38:13.720
there's one single person who controls that money,
link |
01:38:16.400
that's the bank,
link |
01:38:17.400
they could choose to give me my money
link |
01:38:18.680
or choose not to give me my money.
link |
01:38:20.880
And that's great,
link |
01:38:22.040
but maybe there's a percentage of what I own
link |
01:38:24.040
that I wanna put into another system
link |
01:38:26.240
where there's thousands of independent computing systems
link |
01:38:29.160
that are promising me, you know,
link |
01:38:31.160
with the help of cryptographic primitives,
link |
01:38:33.200
that I will be able to always have access to this,
link |
01:38:36.600
whatever this is, whatever this token is,
link |
01:38:41.080
I will at least, or at the very least,
link |
01:38:43.520
I will always have unfettered,
link |
01:38:45.920
complete control and access to it.
link |
01:38:48.240
So, you know, that's one example.
link |
01:38:50.400
Another example is, hey,
link |
01:38:51.440
we have a hybrid smart contract
link |
01:38:52.960
for something like crop insurance.
link |
01:38:55.160
I, as the user, evaluate where this smart contract runs.
link |
01:38:59.200
Oh, wow, the smart contract runs on Ethereum.
link |
01:39:01.520
Great, thousands of nodes,
link |
01:39:03.560
lots of computational security,
link |
01:39:06.760
hash power, so on and so on.
link |
01:39:08.560
Then I look at, oh, well, what triggers the contract?
link |
01:39:10.920
Oh, there's this Oracle network.
link |
01:39:12.440
Okay, it's composed of 25 nodes or 15 nodes,
link |
01:39:15.520
gets data from five different weather stations.
link |
01:39:18.080
You know, I'm comfortable with that.
link |
01:39:19.920
I have a certain level of comfort
link |
01:39:21.480
with that hybrid smart contract
link |
01:39:23.200
and its ability to provide me consensus
link |
01:39:26.760
about the transaction
link |
01:39:28.360
once the contract knows what's happened,
link |
01:39:30.600
and I'm comfortable with the consensus around the event
link |
01:39:34.520
that controls the contract, right?
link |
01:39:36.240
Because once again,
link |
01:39:37.560
that event is what determines
link |
01:39:39.880
what happens with the contract.
link |
01:39:41.480
And if the contract is super well written,
link |
01:39:43.960
it doesn't matter if the event isn't reliable, right?
link |
01:39:47.080
So now I've made this determination.
link |
01:39:48.600
I've gotten all this clear, transparent information
link |
01:39:51.240
about this system that combines the contract code
link |
01:39:55.640
with a decentralized Oracle network.
link |
01:39:57.600
And I've made my decision to participate
link |
01:39:59.600
in this decentralized insurance,
link |
01:40:02.000
kind of crop insurance policy.
link |
01:40:03.840
I've sent the Bitcoin or the stable coin
link |
01:40:06.560
or whatever I have on my Android phone.
link |
01:40:09.200
And then time goes by and let's say it doesn't rain,
link |
01:40:12.400
lo and behold, the smart contract returns
link |
01:40:15.520
the relevant amount from the policy back to me.
link |
01:40:19.040
I continue my life as a farmer.
link |
01:40:22.160
And by the way, the fact that that happened
link |
01:40:25.080
contributes reputation and contributes proof
link |
01:40:28.400
back to both the contract
link |
01:40:30.400
as something that can prove to other people
link |
01:40:32.600
that it has settled and the Oracle network
link |
01:40:35.800
as something that can prove
link |
01:40:36.920
that it has properly assessed reality
link |
01:40:39.560
or properly triggered a contract.
link |
01:40:41.760
And this is where there's one of many network effects
link |
01:40:44.400
where the more that smart contracts
link |
01:40:47.720
and Oracle networks are used,
link |
01:40:49.360
they themselves generate this immutable on chain data
link |
01:40:54.360
that proves their value and reliability.
link |
01:40:57.920
And improving more and more of that
link |
01:41:00.640
in more and more kind of use cases
link |
01:41:03.800
and more and more variants of the same contract,
link |
01:41:06.840
they arrive at a greater body of proof
link |
01:41:09.840
that they like, I am the decentralized crop,
link |
01:41:12.960
the decentralized insurance contract for crop insurance
link |
01:41:16.720
used by a million users.
link |
01:41:19.880
And my failure rate is non existent or really low.
link |
01:41:24.560
And here's my Oracle network.
link |
01:41:25.720
And by the way, it's also settled a million of these.
link |
01:41:28.840
And so it's not the logo, right?
link |
01:41:31.480
It's not, hey, what a nice logo you have
link |
01:41:35.560
on top of a building above a train terminal or something.
link |
01:41:40.120
It's much more, hey, there's a million people,
link |
01:41:44.040
there's a million separate contracts
link |
01:41:45.480
that got settled correctly.
link |
01:41:46.680
I have all the proof that I could ever need about that.
link |
01:41:50.360
And it's not something that's very easy to gain, right?
link |
01:41:53.440
Because real value was at stake, real value was moved around.
link |
01:41:57.080
And so I think once again,
link |
01:41:59.160
the transparency aspect comes in where you're able to prove
link |
01:42:02.560
that the cryptographically enforced contracts are better.
link |
01:42:09.440
That said, you can still integrate the traditional banks
link |
01:42:12.040
as long as you create a data feed
link |
01:42:13.520
on the amount of marble that's included.
link |
01:42:16.960
So if that's valuable to you in terms of reputation,
link |
01:42:19.280
you could still integrate the marble, the amount of marble
link |
01:42:22.360
that and the size of the logo.
link |
01:42:26.000
We could still keep the banks around.
link |
01:42:28.600
I think we will.
link |
01:42:29.440
I think what'll happen with the banks
link |
01:42:30.800
and all the insurance companies, by the way,
link |
01:42:32.480
is not that they'll all just die or something.
link |
01:42:34.840
I think it'll be just like the internet.
link |
01:42:36.400
There'll be some of them that adopt this
link |
01:42:38.640
and some of them that don't,
link |
01:42:40.120
and some of them that do it faster,
link |
01:42:41.320
some of them that do it slower.
link |
01:42:42.840
And that's an economic decision that they'll make.
link |
01:42:45.400
I think their whole question is,
link |
01:42:46.960
is this a foregone conclusion?
link |
01:42:48.920
I mean, I think my answer is yes,
link |
01:42:51.120
this is definitely gonna be happening.
link |
01:42:52.960
I think they still have a question of,
link |
01:42:55.080
is this gonna change my industry?
link |
01:42:58.560
But I'm seeing a definite shift in people's understanding.
link |
01:43:03.480
And I think that shift is gonna accelerate rapidly
link |
01:43:06.080
as one or two of them of their competitors
link |
01:43:08.560
throw their hat in the smart contract ring
link |
01:43:11.800
and say, well, I have smart contracts.
link |
01:43:14.560
I guarantee my outcomes to you.
link |
01:43:17.320
What do they do for you?
link |
01:43:19.560
It's risky, just use mine.
link |
01:43:22.040
And the second some of them start losing business
link |
01:43:24.280
because of that, they're gonna move very quickly
link |
01:43:27.720
because that's what all of their compensation structures
link |
01:43:30.080
and all their goal planning structures are based around.
link |
01:43:32.960
They're based around what is losing us business
link |
01:43:35.240
or getting us business.
link |
01:43:36.800
Yeah, it's fascinating organizationally though,
link |
01:43:38.960
to think about banks, they're very old school
link |
01:43:41.920
and their ability to move quickly is questionable to me.
link |
01:43:46.280
I just look at basic online banking,
link |
01:43:50.120
like how good banks are creating
link |
01:43:53.240
a frictionless online experience.
link |
01:43:55.840
And I think they're not very good.
link |
01:43:58.640
And so that speaks to the kind of people
link |
01:44:01.160
who are in leadership positions at banks,
link |
01:44:03.880
the kind of people they hire,
link |
01:44:05.680
the kind of culture there is.
link |
01:44:07.520
So I do wonder if banks will from inside
link |
01:44:12.280
revolutionize themselves to include smart contracts
link |
01:44:15.440
or whether totally new competitors will have to emerge
link |
01:44:18.800
that basically create new kinds of banks.
link |
01:44:22.320
Whether, what is the company square?
link |
01:44:26.200
I think it comes up out of nowhere really with Cash App
link |
01:44:30.360
and they have Bitcoin on Cash App,
link |
01:44:31.840
whether they will start incorporating smart contracts
link |
01:44:34.440
and they will revolutionize the whole banking industry
link |
01:44:40.120
or whether Bank of America will revolutionize themselves
link |
01:44:44.640
from within.
link |
01:44:46.000
I'm skeptical on Bank of America, but you never know.
link |
01:44:50.040
In general, I'm fascinated by how big organizations,
link |
01:44:53.640
whether it's Google or Microsoft or Bank of America,
link |
01:44:56.760
pivot hard in a world that's quickly changing.
link |
01:45:00.720
I think that takes bold leadership and a lot of firing
link |
01:45:05.480
and a lot of pain and a lot of meetings
link |
01:45:08.120
where the one asshole brings up the
link |
01:45:10.680
from first principles idea that, you know what,
link |
01:45:13.440
the ways we've been doing stuff in the past require,
link |
01:45:16.840
we need to throw that out and do stuff totally differently.
link |
01:45:20.440
I know a lot of those assholes
link |
01:45:22.440
in a lot of these different industries.
link |
01:45:25.320
First of all, I think they're getting listened to more
link |
01:45:27.040
and second of all, I think all of these places,
link |
01:45:30.480
as I look at it more and more,
link |
01:45:32.400
I think they have a fundamental line of business
link |
01:45:35.440
that they try to protect
link |
01:45:37.080
and then everybody's compensation
link |
01:45:39.000
and everybody's metrics and goals
link |
01:45:40.400
is focused around that line of business.
link |
01:45:43.080
So the second that things begin to impact that,
link |
01:45:48.640
then everybody will be in a senior meeting
link |
01:45:52.520
and that asshole will be quite listened to
link |
01:45:55.200
because he will have the only thoughtful explanation
link |
01:45:57.960
as to why this is happening.
link |
01:45:59.920
How things will evolve from there, I actually don't know
link |
01:46:02.960
because that hasn't been the case yet.
link |
01:46:05.760
But my thinking is that there will be people
link |
01:46:08.720
who don't wanna cannibalize certain parts of their business
link |
01:46:12.040
or don't wanna change certain parts of their business
link |
01:46:15.000
and then there will be people who say,
link |
01:46:16.480
look, I think this is how the world's gonna work.
link |
01:46:18.960
We're gonna make a very, very heavy
link |
01:46:23.040
kind of set of commitments to put resources towards this.
link |
01:46:27.320
I already see that with a few banks
link |
01:46:29.880
working on various blockchain based systems,
link |
01:46:33.160
but granted, they've been working on those for years.
link |
01:46:34.880
So I think all of this comes down
link |
01:46:37.440
to these kind of quarterly earnings calls
link |
01:46:39.880
where somebody asks them, hey, I saw that bank over there
link |
01:46:44.040
once the blockchain bond
link |
01:46:45.440
or a smart contract derivative platform.
link |
01:46:47.880
And I also saw that they made $10 billion in revenues
link |
01:46:51.600
or $10 billion in volume or whatever it is from that.
link |
01:46:55.040
What's your plan on the earnings call?
link |
01:46:58.080
And I promise you by the next earnings call,
link |
01:47:00.560
there's a plan.
link |
01:47:02.040
And then the question on the next one is,
link |
01:47:03.440
well, when's the plan gonna happen?
link |
01:47:04.720
And then by the next earnings call,
link |
01:47:06.000
it's a plan is happening.
link |
01:47:08.440
And that's what these people are sensitive to.
link |
01:47:11.560
That's what these organizations are structured around.
link |
01:47:13.760
It's not completely economically like disconnected, right?
link |
01:47:17.200
They have this core business, they wanna protect it.
link |
01:47:20.440
I understand that idea,
link |
01:47:23.000
but I think that the problem with that
link |
01:47:26.040
is sometimes it requires this myopic focus, right?
link |
01:47:31.840
And that's what all the innovation stuff is about.
link |
01:47:34.520
Every time somebody at a corporate entity
link |
01:47:36.600
is about innovation, they're trying to sidestep this.
link |
01:47:40.280
But once again, the incentives to maintain
link |
01:47:42.320
whatever the core businesses is so strong
link |
01:47:45.240
that the innovation people, even though they are there,
link |
01:47:52.040
I think they get a phone call and go like,
link |
01:47:53.840
what are we doing for this?
link |
01:47:55.560
And the ones that actually did good work
link |
01:47:58.560
and got ready to do something for this
link |
01:48:00.600
have done their employer and their organization
link |
01:48:03.960
a very positive service.
link |
01:48:05.800
Whereas the ones that aren't ready,
link |
01:48:07.800
I mean, they'll make up something
link |
01:48:09.920
and maybe they're really smart and they'll get it together.
link |
01:48:11.920
I don't know.
link |
01:48:12.880
Can we talk about tokens a little bit?
link |
01:48:15.200
Generally speaking, there's been a meteoric rise
link |
01:48:19.600
of a bunch of different tokens.
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01:48:20.920
We could just talk about Bitcoin and Ethereum as examples.
link |
01:48:24.240
Bitcoin I think crossed $60,000 in value.
link |
01:48:27.960
What are your thoughts in general on this rise?
link |
01:48:31.080
What's the future of Bitcoin?
link |
01:48:32.480
What's the future of Ethereum?
link |
01:48:34.040
There's the total value locked metric
link |
01:48:38.880
that I think generalizes the different kind of value
link |
01:48:42.000
of these tokens.
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01:48:46.800
What does the future value and impact
link |
01:48:51.000
of cryptocurrency look like
link |
01:48:52.360
if we look through the lens of these tokens?
link |
01:48:56.040
I think valuing all these tokens
link |
01:48:58.400
and determining that isn't something
link |
01:48:59.920
I'm particularly great at.
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01:49:01.280
I haven't spent a lot of time on that.
link |
01:49:02.960
I've spent the vast majority of my time
link |
01:49:05.240
on building these systems and architecting them
link |
01:49:07.800
and getting them to fruition and getting them to a place
link |
01:49:09.960
where they operate properly on both the technical
link |
01:49:12.400
and the crypto economic and in every other sense.
link |
01:49:15.560
I think with Bitcoin,
link |
01:49:17.160
there is a certain conception
link |
01:49:21.640
of non governmental fiat money
link |
01:49:24.440
that Bitcoin is really the first creator of, right?
link |
01:49:28.840
So there's this very powerful idea called fiat money.
link |
01:49:31.960
It's basically more or less a kind of 40 year experiment.
link |
01:49:36.920
I think on August 15th of this year
link |
01:49:38.480
is maybe I think given the 40th anniversary,
link |
01:49:41.320
government can say, hey, I have a currency
link |
01:49:42.960
and it's worth something and here it is.
link |
01:49:46.160
In terms of the way that governments have stopped that
link |
01:49:50.800
in the past is if anyone tries to make
link |
01:49:52.480
another fiat currency in their country,
link |
01:49:54.440
they immediately shut it down, right?
link |
01:49:56.440
They immediately say, hey, this is really bad.
link |
01:49:58.920
You've done something really bad.
link |
01:50:00.440
It's time for you to stop.
link |
01:50:01.640
Don't do it anymore.
link |
01:50:03.000
And it stops, right?
link |
01:50:04.200
That's been the history of non governmental fiat currency.
link |
01:50:07.800
Bitcoin is really due to its decentralized nature,
link |
01:50:12.160
the first and possibly in some cases,
link |
01:50:15.240
in many people's minds,
link |
01:50:16.120
it's still the only true non governmental fiat currency.
link |
01:50:20.760
Now, how powerful is non governmental fiat currency?
link |
01:50:24.400
I have no idea, right?
link |
01:50:26.360
This is why so it's really as powerful as the ideas
link |
01:50:31.360
that people ascribe to it are, right?
link |
01:50:33.440
So let's say people start saying,
link |
01:50:36.720
like right now people are saying,
link |
01:50:37.960
hey, it's internet money.
link |
01:50:39.240
It's the money of the internet.
link |
01:50:41.600
Okay, great.
link |
01:50:42.600
What's that worth?
link |
01:50:43.440
I don't know.
link |
01:50:44.280
It's probably worth a lot.
link |
01:50:45.120
I have no idea what it's worth,
link |
01:50:45.960
but as an idea, as a concept to underpin the fiat money,
link |
01:50:51.120
the let there be aspect of fiat and of Bitcoin,
link |
01:50:56.800
you basically look at it and you say,
link |
01:50:58.400
yeah, internet money.
link |
01:51:00.040
Okay, that could be worth whatever,
link |
01:51:02.400
60,000, 600,000, great question, right?
link |
01:51:07.000
There are other versions of the world, right?
link |
01:51:08.600
Where people say,
link |
01:51:12.080
there are countries that don't have a good fiat currency
link |
01:51:14.520
and I see a lot of people using Bitcoin.
link |
01:51:16.920
So Bitcoin isn't internet money,
link |
01:51:19.400
it's countries without a good currency money.
link |
01:51:24.120
So all the countries without a good currency
link |
01:51:25.800
now use Bitcoin and let there be,
link |
01:51:29.200
Bitcoin as this, right?
link |
01:51:31.880
As this conception of Bitcoin.
link |
01:51:33.160
What's the value of that?
link |
01:51:34.640
I don't know.
link |
01:51:35.480
That's a great question.
link |
01:51:36.320
Probably huge amount of value.
link |
01:51:39.040
Then there's a further conception of Bitcoin
link |
01:51:42.680
as some digital gold.
link |
01:51:45.000
There's a scarcity dynamic.
link |
01:51:46.600
There's all these other kinds of dynamics.
link |
01:51:49.480
What is a portable version of digital gold
link |
01:51:52.600
with some kind of built in scarcity worth?
link |
01:51:57.600
You know, kind of artificially created scarcity.
link |
01:52:01.040
What's that worth?
link |
01:52:02.960
I don't know.
link |
01:52:04.200
That's a great question.
link |
01:52:05.760
I haven't done the analysis on that is the point,
link |
01:52:07.920
might be worth a lot.
link |
01:52:09.400
What is it all worth if all three of these things,
link |
01:52:13.280
you know, flow into the same fiat,
link |
01:52:16.200
kind of let there be Bitcoin
link |
01:52:18.000
as these three things conception of Bitcoin?
link |
01:52:21.840
I don't know what that's worth.
link |
01:52:22.680
I also don't know what that's worth,
link |
01:52:23.520
but could be worth a huge amount.
link |
01:52:25.840
So I think it's not,
link |
01:52:28.080
I don't think it's,
link |
01:52:28.920
I personally don't think it's super important
link |
01:52:30.200
what I think it's worth
link |
01:52:31.360
or what many other people think it's worth.
link |
01:52:33.520
I don't think that's really that important.
link |
01:52:35.560
I think what's probably important
link |
01:52:37.240
is understanding what the societal conception of Bitcoin is
link |
01:52:44.760
and how does that societal conception evolve over time.
link |
01:52:49.640
And that interestingly enough,
link |
01:52:51.200
doesn't just depend on, you know,
link |
01:52:54.280
you or me or the people who made Bitcoin or anything else.
link |
01:52:58.120
It actually depends on current events.
link |
01:53:00.720
So for example, if people suddenly say,
link |
01:53:02.720
I'm more and more worried about fiat currency.
link |
01:53:05.960
I'm more and more worried that governmental fiat,
link |
01:53:09.400
even if it's the most reliable version of that
link |
01:53:12.520
is not as good as I thought it was.
link |
01:53:14.560
Maybe I should go on the PayPal app
link |
01:53:17.800
and maybe I should get some Bitcoin just in case.
link |
01:53:20.440
What's the world where Bitcoin is a certain percentage
link |
01:53:25.800
of everyone's ownership as a hedge
link |
01:53:28.080
against governmental fiat money not being so good?
link |
01:53:32.800
Haven't done the analysis, but another example, right?
link |
01:53:35.200
Here's this conception, that's the conception.
link |
01:53:38.320
So when I look at Bitcoin,
link |
01:53:40.040
what I see is a lot of these fascinating conceptions
link |
01:53:43.680
of what the fiat, let there be value of Bitcoin is.
link |
01:53:47.680
By the way, all of them could be true.
link |
01:53:50.760
Maybe some of them are true.
link |
01:53:51.880
Maybe some of them aren't true.
link |
01:53:53.400
And the fascinating thing is that
link |
01:53:54.920
I've seen this conception change, right?
link |
01:53:56.920
So when I started in the Bitcoin space,
link |
01:53:59.040
the conception was micropayments.
link |
01:54:01.960
The cost of Bitcoin is low, we'll have micropayments.
link |
01:54:05.400
Micropayments are wonderful for machine to machine
link |
01:54:09.080
transactions, micropayments are wonderful.
link |
01:54:10.800
The emerging market, and that's fine, right?
link |
01:54:13.400
And that was one conception of Bitcoin
link |
01:54:15.760
as let there be Bitcoin as micropayments platform, right?
link |
01:54:19.600
But then the value rose and things changed.
link |
01:54:21.880
There wasn't enough expansion in certain ways.
link |
01:54:24.000
And now the conception has evolved
link |
01:54:26.600
into this other conception.
link |
01:54:28.520
But at the end of the day,
link |
01:54:30.760
I think governments have a very clear set of steps
link |
01:54:34.640
for directing the public's conception of their fiat, right?
link |
01:54:40.320
They say our fiat is worth this for these reasons.
link |
01:54:44.240
Bitcoin doesn't have that.
link |
01:54:45.640
Bitcoin doesn't have an official Bitcoin spokesperson
link |
01:54:49.240
that goes out and says,
link |
01:54:50.760
the non governmental money called Bitcoin,
link |
01:54:53.200
the non governmental fiat money called Bitcoin
link |
01:54:55.360
has value on the basis of this, this, this and this.
link |
01:54:57.960
Here's our fiscal budget, here's our future plans.
link |
01:55:00.720
Our money will continue to be safe and secure and reliable.
link |
01:55:04.080
And so what that hole creates
link |
01:55:07.360
is a hole that we all fill, right?
link |
01:55:09.120
We all basically come to some vague kind of
link |
01:55:12.360
group understanding that Bitcoin is worth this
link |
01:55:16.680
because it is tied to,
link |
01:55:23.000
let's say all non governmental fiat money comes
link |
01:55:27.480
into question, everybody doubts it,
link |
01:55:30.360
possibly due to inflation.
link |
01:55:32.240
And everybody says, you know, this is nice,
link |
01:55:35.480
but I'd like to keep 10, 20% of my wealth
link |
01:55:39.440
in non governmental fiat, just in case,
link |
01:55:44.360
you know, what are those numbers?
link |
01:55:47.320
I mean, if that happens, you know,
link |
01:55:49.280
I'm guessing you can add a few zeros.
link |
01:55:52.600
I like how you say I haven't done the analysis
link |
01:55:55.040
as if I'm sure a lot of people have done
link |
01:55:56.920
quote unquote analysis, but it's not,
link |
01:55:59.360
it's still speculation.
link |
01:56:00.520
Nobody can predict the future,
link |
01:56:02.080
especially when so much of it has to do
link |
01:56:04.800
with a large number of people holding an idea
link |
01:56:08.600
in their mind as to the importance
link |
01:56:10.720
of a particular technology like Bitcoin.
link |
01:56:13.360
There's a lot of excitement by its possibilities,
link |
01:56:15.400
but the number of zeros you add is an open question
link |
01:56:19.480
and nobody can do a perfect analysis
link |
01:56:22.040
except whoever created this simulation.
link |
01:56:27.160
Let me ask you this question.
link |
01:56:30.360
Who is Satoshi Nakamoto?
link |
01:56:33.160
There's quite a few people who suggest that person is you.
link |
01:56:39.560
So is it you?
link |
01:56:42.680
No.
link |
01:56:45.200
Who do you think it could be?
link |
01:56:47.760
I don't know who it is.
link |
01:56:48.640
I think if I had to guess, it's probably a group of people,
link |
01:56:52.080
some of which might not even be around anymore.
link |
01:56:55.240
You know, obviously I'm very grateful to,
link |
01:56:57.400
if this is a singular or a group of people
link |
01:56:59.200
for kicking off this entire industry
link |
01:57:00.680
and making this amazing change in the world
link |
01:57:02.800
that I have the privilege and luxury
link |
01:57:05.480
of being part of in some small way in the work that I do.
link |
01:57:09.920
I think also this kind of focus on who is Satoshi
link |
01:57:13.440
or who isn't Satoshi,
link |
01:57:14.920
shouldn't in my opinion matter so much
link |
01:57:17.640
because regardless of who it is,
link |
01:57:20.040
that in my opinion should have no substantial
link |
01:57:24.080
significant effect or bearing on the functioning
link |
01:57:27.760
or the value or the use
link |
01:57:29.560
or the security of the Bitcoin system, right?
link |
01:57:33.480
So I think whoever it is,
link |
01:57:35.840
they're probably better off not making that public.
link |
01:57:38.880
And I think beyond that,
link |
01:57:41.560
whoever it turned out to be shouldn't matter
link |
01:57:43.760
because it has nothing to do
link |
01:57:46.360
with how the system is made useful
link |
01:57:48.640
or secure or anything else.
link |
01:57:50.760
And so I think that's the point of view that I have.
link |
01:57:54.480
Now, if you were Satoshi Nakamoto, would you tell me?
link |
01:57:58.160
Because you said they shouldn't,
link |
01:58:02.160
whoever Satoshi is, you should keep that private.
link |
01:58:05.440
So would you tell it to me or no?
link |
01:58:08.320
We're in some kind of weird like thought experiment here.
link |
01:58:12.040
If I was this guy, let me think about this,
link |
01:58:16.960
which I'm not, by the way, I am not this person.
link |
01:58:19.200
But if you were, would you say it?
link |
01:58:21.560
I think probably not.
link |
01:58:29.360
I don't see the,
link |
01:58:30.200
I think that they would cause a lot of distraction
link |
01:58:33.000
and a lot of weird stuff.
link |
01:58:34.920
And so realistically, I don't think it would help anybody
link |
01:58:38.880
or even the person who discloses it,
link |
01:58:40.800
but just to be clear, I am not.
link |
01:58:42.480
And whoever it is, I think they haven't said anything
link |
01:58:45.000
because they don't want the attention
link |
01:58:46.520
and they don't want the distraction
link |
01:58:47.920
and they don't want all the problems from this.
link |
01:58:49.800
And that makes sense to me, conceptually.
link |
01:58:53.040
It's fascinating to think if they're still out there
link |
01:58:55.160
and part of the Bitcoin, the cryptocurrency community,
link |
01:59:00.600
and it is inspiring to think that if they're out there,
link |
01:59:04.920
that they're not revealing their identity
link |
01:59:09.080
because it would be a distraction.
link |
01:59:11.360
That's kind of inspiring that people are like that.
link |
01:59:13.040
Just like George Washington,
link |
01:59:15.400
a relinquishing power is inspiring
link |
01:59:17.960
because it's ultimately about the progress of the community
link |
01:59:20.560
and not some kind of ego driven attention scheme.
link |
01:59:25.000
Again, very inspiring.
link |
01:59:26.360
The humans at their best are inspiring.
link |
01:59:29.720
What do you think about the certainty
link |
01:59:31.680
that people in the Bitcoin Maximus community
link |
01:59:34.720
have about this particular piece of technology, Bitcoin?
link |
01:59:38.640
Is there something interesting that you think
link |
01:59:41.520
that you might wanna say about this community
link |
01:59:44.360
or is it just is what it is?
link |
01:59:48.720
I think at the end of the day,
link |
01:59:49.760
results speak for themselves
link |
01:59:51.720
and Bitcoin has had an amazing impact on our industry
link |
01:59:55.880
and has had an amazing impact on the world.
link |
01:59:59.000
And I think the result is still
link |
02:00:01.120
that Bitcoin is very widely adopted
link |
02:00:03.440
and driving the adoption of our industry in many ways.
link |
02:00:07.240
So I think it's very difficult for people to say
link |
02:00:08.920
that Bitcoin maximalists don't have something
link |
02:00:12.800
that they can latch onto and say,
link |
02:00:14.040
hey, there's something very real here.
link |
02:00:16.280
I think there's been decisions made
link |
02:00:18.400
by the Bitcoin community
link |
02:00:19.920
and the people who made the Bitcoin protocol
link |
02:00:21.800
to focus it on Bitcoin
link |
02:00:24.360
and to focus it on the kind of storing
link |
02:00:28.120
of the ledger of Bitcoin
link |
02:00:29.680
and the information about Bitcoin
link |
02:00:31.200
and the transaction of Bitcoin
link |
02:00:32.440
and to focus on securing that.
link |
02:00:34.800
And I understand why that decision was made
link |
02:00:37.480
to a certain degree, right?
link |
02:00:38.480
It was about focus.
link |
02:00:39.880
It was about getting something worthwhile right
link |
02:00:43.000
without adding additional features and additional risk.
link |
02:00:46.680
And that decision is a decision that was made
link |
02:00:49.880
and has kind of the benefits of focus
link |
02:00:53.680
and the benefits of a certain amount of security
link |
02:00:57.360
and a certain amount of guarantees around Bitcoin
link |
02:01:01.040
and what that is and the value of that.
link |
02:01:04.280
And then it has certain limitations
link |
02:01:07.680
as a consequence of doing less
link |
02:01:10.760
or having the system hold data
link |
02:01:12.360
that isn't related to Bitcoin
link |
02:01:13.600
or not having the system hold contractual outcomes
link |
02:01:17.800
or smart contract code.
link |
02:01:19.840
So I think it's just kind of a decision, right?
link |
02:01:21.960
And I understand why they're excited
link |
02:01:24.600
and I'm very excited.
link |
02:01:25.480
I started in this industry going to Bitcoin meetups
link |
02:01:28.240
and I met a lot of fantastic people,
link |
02:01:30.200
libertarian people that wanted
link |
02:01:32.800
to see the world work differently
link |
02:01:34.400
and shared a lot of my beliefs
link |
02:01:35.720
and a lot of my points of view.
link |
02:01:37.560
And so anyone who's been in the industry
link |
02:01:40.000
as long as I have has had to come
link |
02:01:44.120
from the Bitcoin ecosystem
link |
02:01:45.280
by virtue of kind of starting out that early.
link |
02:01:48.200
So I have an unbelievable amount of respect
link |
02:01:50.640
and admiration and gratitude for Bitcoin
link |
02:01:55.000
and that it exists and everything that it's done
link |
02:01:56.560
and that it birthed this industry.
link |
02:01:58.080
There's absolutely no doubt about that.
link |
02:02:01.040
At the same time, whatever design decisions people make
link |
02:02:04.440
are the design decisions they make, right?
link |
02:02:07.000
And so if you've made a design decision
link |
02:02:08.960
that this ledger and this thing will be about Bitcoin,
link |
02:02:11.880
it won't be about colored coins,
link |
02:02:13.880
it won't be about op return at 80 bytes,
link |
02:02:16.480
it won't be about these other kind of nuances
link |
02:02:20.480
that you don't want this to be about, then that's fine.
link |
02:02:23.680
That's fine and that's a logical decision
link |
02:02:26.720
and it's called focus.
link |
02:02:28.120
And focus has a lot of value
link |
02:02:30.120
and a lot of great technology products
link |
02:02:32.680
have focused on something and done that.
link |
02:02:36.520
And then there's a lot of smart people around Bitcoin
link |
02:02:39.040
building kind of additional systems
link |
02:02:41.800
that anchor their security within Bitcoin.
link |
02:02:44.200
And I think that's an interesting approach
link |
02:02:45.920
that could bear fruit.
link |
02:02:48.360
I think it'll eventually require an interaction
link |
02:02:51.080
with a Bitcoin protocol in more advanced ways.
link |
02:02:54.280
And then there will be another question of,
link |
02:02:56.160
what is the design decision for Bitcoin?
link |
02:02:58.960
Is it that Bitcoin will be just about the Bitcoin ledger?
link |
02:03:02.520
Or does Bitcoin want to evolve
link |
02:03:05.200
into an anchor for all these other systems
link |
02:03:10.560
and maybe create additional data store,
link |
02:03:13.200
kind of more data on chain,
link |
02:03:15.440
on the Bitcoin blockchain related to that?
link |
02:03:18.240
So I'm excited to see how that evolves,
link |
02:03:20.520
but until then kind of results speak for themselves
link |
02:03:23.520
and the results that Bitcoin has achieved
link |
02:03:25.760
for our industry and for itself
link |
02:03:27.120
as kind of the dominant cryptocurrency
link |
02:03:30.200
and the conception of our industry
link |
02:03:31.880
that people interact with first
link |
02:03:33.720
is obviously very important and something
link |
02:03:36.280
that I think really everybody in our industry
link |
02:03:39.080
is grateful for, right?
link |
02:03:40.080
Because without Bitcoin, where would our industry be?
link |
02:03:43.880
And that's obviously something that we can't forget.
link |
02:03:46.840
What are your thoughts about Ethereum
link |
02:03:49.400
in the chain link distributed Oracle network world?
link |
02:03:55.280
Is it competition?
link |
02:03:57.240
Is it collaboration?
link |
02:03:59.320
Is it complimentary technology?
link |
02:04:02.120
What do you think about Ethereum?
link |
02:04:03.400
How much do you think about Ethereum?
link |
02:04:05.200
What role does it have?
link |
02:04:07.040
Yeah, I think about a lot.
link |
02:04:08.400
I think we're completely complimentary.
link |
02:04:11.040
So there's no competitive dynamics in my opinion.
link |
02:04:13.840
We are completely collaborative and complimentary
link |
02:04:16.320
with Ethereum and all other blockchains
link |
02:04:18.720
and all other layer twos that operate a contract, right?
link |
02:04:22.960
So we do not seek to operate a smart contract.
link |
02:04:26.120
We seek to augment and enable smart contracts
link |
02:04:29.800
to go further in what they're able to do.
link |
02:04:32.840
In fact, Oracle networks have some value,
link |
02:04:35.960
but they don't have nearly as much value in what they do
link |
02:04:38.360
if there isn't a mission critical system
link |
02:04:40.480
like a smart contract that needs their data, right?
link |
02:04:43.320
So we've made our own explicit design decisions
link |
02:04:46.000
in our own and created our own focus
link |
02:04:48.560
around guaranteeing that smart contracts can go further.
link |
02:04:53.760
We've already done that, right?
link |
02:04:54.840
Decentralized finance, the rate at which we put data
link |
02:04:57.760
is to a degree the rate at which certain
link |
02:04:59.280
decentralized financial markets grow.
link |
02:05:01.360
And as we put more data, we see more
link |
02:05:03.160
financial products go live, gaming, we provide VRF.
link |
02:05:05.920
So we have this kind of focus and it's a very useful
link |
02:05:08.880
and valuable kind of, valuable for our industry focus.
link |
02:05:13.680
At the end of the day, I think that smart contract platforms
link |
02:05:18.440
like Ethereum made a different set of design decisions
link |
02:05:22.400
from Bitcoin and others.
link |
02:05:23.440
And they focused on creating the smart contract capability
link |
02:05:27.520
and they kind of wanted that functionality to exist.
link |
02:05:32.680
And I think since then, there's been a number of people
link |
02:05:34.360
that try to improve on that or try to make variants of that.
link |
02:05:37.920
From our point of view, we want to support smart contracts
link |
02:05:41.840
in all of their variations and in all of their use cases.
link |
02:05:46.360
So one of the things that I personally like about Chainlink
link |
02:05:49.200
is their ability or Chainlink's ability
link |
02:05:52.400
and the Chainlink network's ability to be useful
link |
02:05:54.320
to many different chains and across many different use cases.
link |
02:05:58.400
I'm personally a fan of Ethereum.
link |
02:06:00.400
Ethereum has done a huge amount for our industry as well.
link |
02:06:03.200
Ethereum took us from a world where it literally took months
link |
02:06:06.400
to make a new smart contract by being forced
link |
02:06:08.720
to code it into a protocol.
link |
02:06:10.960
You had to go to the protocol developers
link |
02:06:12.560
and you had to say, hey, I need a DEX
link |
02:06:15.360
or I need some kind of smart contract.
link |
02:06:17.360
Put it in the protocol itself.
link |
02:06:19.320
Put it in the actual blockchain mining
link |
02:06:21.880
and kind of block generation, transaction generation protocol.
link |
02:06:25.360
That would take months or sometimes even over a year.
link |
02:06:27.640
That was a horrible experience
link |
02:06:29.040
and obviously very few people wanted to participate in that
link |
02:06:31.600
and so very few people made smart contracts,
link |
02:06:33.760
which I was not a fan of, right?
link |
02:06:35.880
And then Ethereum came along
link |
02:06:37.160
and really did a lot of innovative things
link |
02:06:39.680
and introduced this approach to scriptable smart contracts
link |
02:06:43.360
where you could script all of these different conditions.
link |
02:06:46.960
And I found that fascinating before Ethereum.
link |
02:06:49.720
I found that fascinating once Ethereum
link |
02:06:51.680
arrived, I found it fascinating after Ethereum launched
link |
02:06:54.400
and I still find it fascinating.
link |
02:06:55.680
And I'm also very grateful to Vitalik
link |
02:06:58.640
and the Ethereum community and all the core developers there
link |
02:07:01.320
for taking our industry a step further.
link |
02:07:03.960
So I think they absolutely deserve a huge amount of credit
link |
02:07:06.640
for taking our industry from it takes months
link |
02:07:10.080
to make a really small smart contract
link |
02:07:12.160
to it takes weeks to make a relatively secure,
link |
02:07:15.920
relatively advanced piece of on chain code
link |
02:07:18.240
that anybody can script and people can do audits on
link |
02:07:21.560
and that's an unbelievable leap forward for our industry
link |
02:07:25.560
and I'm genuinely grateful to them for that.
link |
02:07:29.200
I think the next step in line with our body of work
link |
02:07:32.160
is how does that scriptable on chain code
link |
02:07:36.400
become more advanced in its interaction
link |
02:07:40.080
with all of the systems and events in the real world,
link |
02:07:44.360
which is in my opinion, the final missing piece
link |
02:07:47.080
of the puzzle, right?
link |
02:07:48.320
So my body of work, the body of work that I'm involved in
link |
02:07:51.160
would not be where it is right now
link |
02:07:52.520
without Bitcoin by any measure.
link |
02:07:54.560
It wouldn't even be where it is now without Ethereum
link |
02:07:57.080
and the growth in smart contract development
link |
02:07:59.640
that they've created.
link |
02:08:01.320
And now what I think is gonna happen next
link |
02:08:04.760
is there'll be a lot of different smart contract platforms,
link |
02:08:07.520
a lot of different layer twos,
link |
02:08:09.240
some of them will be private for enterprise,
link |
02:08:10.960
some of them will be public,
link |
02:08:12.440
there'll be some public winners in certain geographies
link |
02:08:15.080
for maybe regulation reasons, maybe other reasons,
link |
02:08:18.000
there'll be other public winners, the larger internet,
link |
02:08:21.840
and there'll be a number of different people
link |
02:08:23.480
building smart contracts in different languages.
link |
02:08:26.480
We are excited and I am excited
link |
02:08:29.160
and the Chainlink community is excited
link |
02:08:30.840
and basically there's a lot of,
link |
02:08:34.960
I mean, for lack of a better word, excitement
link |
02:08:36.960
in seeing our industry graduate
link |
02:08:39.960
to providing more use cases,
link |
02:08:43.840
more usable hybrid smart contracts, right?
link |
02:08:46.720
Because once again, it's absolutely amazing
link |
02:08:49.200
that Bitcoin created non governmental fiat money.
link |
02:08:51.680
It's an unbelievable innovation
link |
02:08:53.280
and invented decentralized infrastructure
link |
02:08:55.760
and birthed our industry.
link |
02:08:57.440
It's an unbelievably great achievement,
link |
02:09:00.280
an amazing achievement that we now have
link |
02:09:01.960
scriptable smart contracts through something like Ethereum.
link |
02:09:04.600
Once again, monumental achievement in my opinion.
link |
02:09:08.560
Once again, we still need to look to the future.
link |
02:09:10.720
We need to look to how do we take
link |
02:09:13.440
the decentralized infrastructure concepts
link |
02:09:16.040
that Bitcoin initially put forward,
link |
02:09:17.840
that Ethereum then improved upon
link |
02:09:19.600
and created into these scriptable smart contract formats,
link |
02:09:23.320
and how do we expand that into the world
link |
02:09:25.960
of real world outcomes to change
link |
02:09:28.640
the global financial industry, the global trade industry,
link |
02:09:31.280
the global data marketplace industry,
link |
02:09:34.360
and many other global industries.
link |
02:09:36.160
You mentioned results speak for themselves
link |
02:09:38.240
and how design decisions have consequences.
link |
02:09:43.000
The Chainlink community have come up
link |
02:09:44.880
with a lot of brilliant designs.
link |
02:09:48.040
So how do you think through the design choices
link |
02:09:51.640
that you're facing where you can't predict the future,
link |
02:09:55.440
but you're trying to create a better future?
link |
02:09:58.600
Is there something low level introspective advice
link |
02:10:05.080
that you can give or describe
link |
02:10:06.680
as to how you think through those decisions
link |
02:10:09.040
or high level how you think about those decisions?
link |
02:10:12.040
Sure, absolutely.
link |
02:10:14.040
I think that's a great question.
link |
02:10:16.160
And I think that actually gets to the core
link |
02:10:18.360
of what the Chainlink network is supposed to achieve.
link |
02:10:22.160
We are supposed to achieve a maximally flexible system.
link |
02:10:27.400
So once again, this is the big difference
link |
02:10:28.960
between Chainlink and Oracle networks in general
link |
02:10:31.600
and blockchains in my opinion.
link |
02:10:33.560
Blockchains do not seek to be maximally flexible, right?
link |
02:10:36.360
They say, here's my block size,
link |
02:10:39.320
here's the transaction types you can put in those blocks.
link |
02:10:43.920
Here's the contract language I have.
link |
02:10:46.160
Here's kind of my blockchain system, right?
link |
02:10:49.840
Here's the fee structure for those blocks.
link |
02:10:51.640
They're gonna keep getting kind of composed,
link |
02:10:54.760
transactions are gonna get put into blocks,
link |
02:10:56.440
blocks will get connected and it'll continue, right?
link |
02:10:58.360
And that's a very focused type of system.
link |
02:11:00.400
And that's great.
link |
02:11:01.240
And that makes sense because it's focused
link |
02:11:03.040
on creating security for that category
link |
02:11:05.880
of on chain activity, which is once again,
link |
02:11:08.320
a critical, critical part of building
link |
02:11:10.280
a highly transparent system and something
link |
02:11:12.280
that Chainlink enables and doesn't compete with
link |
02:11:14.920
and just enables to do more.
link |
02:11:17.360
Oracle networks, conversely, have to interact
link |
02:11:21.360
with all the world's data and provide all the services
link |
02:11:25.520
that blockchains don't provide, right?
link |
02:11:27.200
So there's kind of a spectrum.
link |
02:11:28.520
On one end of the spectrum, you have blockchains
link |
02:11:31.000
that are highly secure, highly reliable,
link |
02:11:33.360
highly tamper proof, highly transparent,
link |
02:11:36.600
but are not very feature rich.
link |
02:11:38.480
For example, they cannot talk to an API.
link |
02:11:41.000
Many of them can't generate randomness.
link |
02:11:42.520
They cannot do some kind of privacy preserving computation.
link |
02:11:46.160
So they're very secure.
link |
02:11:47.440
And there are these kind of data structures
link |
02:11:50.200
and smart contract platforms to hold on chain code
link |
02:11:53.880
that can define conditions, receive value,
link |
02:11:57.280
pay value back out under conditions
link |
02:11:59.280
and create transparency around all that,
link |
02:12:01.000
which makes perfect sense.
link |
02:12:03.040
And then there's oracles and oracle networks.
link |
02:12:06.720
That is all the world's data, right?
link |
02:12:08.560
We're talking about taking all the world's data
link |
02:12:11.320
and making it consumable for all the world's use cases
link |
02:12:14.840
that have trust issues.
link |
02:12:16.520
So the amount of variability there is absolutely massive,
link |
02:12:19.400
right?
link |
02:12:20.240
It's like the decentralized oracle network
link |
02:12:22.560
and the conditions that that decentralized oracle network
link |
02:12:25.040
needs to meet is gonna vary very widely
link |
02:12:28.560
from an insurance contract to a lending contract
link |
02:12:32.280
to an ad network contract to the data sales contract
link |
02:12:36.680
that we discussed to any number of other smart contracts.
link |
02:12:40.680
So really the ability of a decentralized oracle network
link |
02:12:44.600
to flexibly address all of those requirements
link |
02:12:47.800
is what's necessary.
link |
02:12:49.840
So flexibility is the goal,
link |
02:12:51.480
whereas with on chain like Bitcoin,
link |
02:12:55.280
flexibility is the enemy in the sense
link |
02:12:58.280
that you want security, you want the focus there.
link |
02:13:03.360
And in that kind of world,
link |
02:13:05.480
design decisions have huge consequences.
link |
02:13:08.040
And then if you look at the distributed oracle network side,
link |
02:13:12.000
you want to remove the restrictions of design choices.
link |
02:13:16.200
You want to provide maximal flexibility then.
link |
02:13:19.000
So it's a completely separate kind of a design framework.
link |
02:13:23.720
It's a slightly different problem, right?
link |
02:13:25.160
Because we're not trying to define transaction types
link |
02:13:28.200
fitting into blocks on a certain timeline
link |
02:13:30.440
of those blocks being generated.
link |
02:13:32.120
We're trying to say, hey, there's this world of services
link |
02:13:35.120
or this world of data that's not very deterministic,
link |
02:13:37.640
but it's unbelievably useful
link |
02:13:39.200
to these smart contracts over here.
link |
02:13:40.800
And actually they need it to even exist.
link |
02:13:42.920
And we really want them to exist because once they exist,
link |
02:13:45.440
it's gonna completely redefine
link |
02:13:46.640
what our whole industry is known for, right?
link |
02:13:48.640
And defined NFTs are not even the tip of the iceberg.
link |
02:13:51.520
They're like the snow coming off the top of the iceberg.
link |
02:13:54.320
And so our goal is to create a framework
link |
02:13:57.320
and an infrastructure and a software
link |
02:14:00.000
that allows people to compose
link |
02:14:03.240
decentralized oracle networks, right?
link |
02:14:04.960
So initially you can compose a decentralized oracle network
link |
02:14:08.920
of seven nodes that goes to three data sources
link |
02:14:11.840
to trigger your contract worth a million dollars.
link |
02:14:14.200
And that's where you could start.
link |
02:14:15.400
And then let's say your smart contract,
link |
02:14:16.840
your DeFi smart contract goes to a billion dollars.
link |
02:14:19.400
Well, then you need to make some changes, right?
link |
02:14:21.440
You need to go from seven nodes
link |
02:14:23.000
to 15 or maybe 31 nodes.
link |
02:14:25.680
And you need to go from three data sources
link |
02:14:27.680
to five or seven.
link |
02:14:29.040
And you maybe need to create some kind of
link |
02:14:32.960
what we call circuit breakers and some other checks.
link |
02:14:36.000
And you need to make sure
link |
02:14:36.920
that the decentralized oracle network
link |
02:14:38.960
comes to consensus around those checks.
link |
02:14:40.560
Because now the centralized oracle network
link |
02:14:42.600
isn't controlling a million dollars,
link |
02:14:43.760
it's controlling a billion dollars.
link |
02:14:45.240
And we have decentralized oracle networks
link |
02:14:47.000
that control well over a billion dollars,
link |
02:14:48.640
multiple billions of dollars.
link |
02:14:50.320
And we see them growing and getting more advanced
link |
02:14:52.240
data sources and more advanced features.
link |
02:14:55.000
And then if somebody else comes and says,
link |
02:14:56.760
well, I don't really wanna make a DeFi product,
link |
02:14:59.000
I wanna make crop insurance.
link |
02:15:00.520
And I have a completely different set of conditions.
link |
02:15:02.600
I want this method of consensus
link |
02:15:04.360
and I want data to be aggregated in this way,
link |
02:15:06.840
but not the way that you do
link |
02:15:07.840
for decentralized financial products.
link |
02:15:09.920
I mean, what are we supposed to tell them?
link |
02:15:10.960
We're supposed to tell them, no,
link |
02:15:12.960
our decentralized oracle network can't let you do that.
link |
02:15:15.600
And you can go and wait another five years
link |
02:15:18.680
until somebody builds it for you.
link |
02:15:21.520
That's not what we wanna do, right?
link |
02:15:23.200
What we wanna do is be able to say,
link |
02:15:24.880
absolutely, here's an example of how somebody else
link |
02:15:29.040
made a decentralized oracle network for weather insurance.
link |
02:15:34.800
Here's a template, change that template,
link |
02:15:37.440
evolve it to meet your needs.
link |
02:15:39.880
And then someone else comes and says,
link |
02:15:41.240
hey, I have some other use case in gaming, right?
link |
02:15:44.760
I wanna make NFTs related to real world sports events,
link |
02:15:48.120
or I wanna do whatever I wanna do
link |
02:15:49.400
with some kind of sports related data.
link |
02:15:52.480
Wonderful, here's the framework,
link |
02:15:54.600
here are your risk dynamics,
link |
02:15:56.640
here's a collection of node operators,
link |
02:15:58.920
here's a set of preintegrated data sources,
link |
02:16:02.320
here's a reputation system to assess
link |
02:16:05.320
the quality of your ensemble of nodes,
link |
02:16:08.320
here's a way to scale that up
link |
02:16:09.800
as the value in your contract scales.
link |
02:16:13.040
Here's all the tools that you need to build this contract.
link |
02:16:17.000
And what we actually see now as there are multiple types
link |
02:16:20.600
of computations and data sources that are provided
link |
02:16:23.520
by different decentralized oracle networks,
link |
02:16:25.920
of which there are now hundreds,
link |
02:16:27.920
we now see that a single hybrid smart contract
link |
02:16:31.680
might use multiple decentralized oracle networks.
link |
02:16:34.480
So there might be a hybrid smart contract
link |
02:16:36.520
that uses a price data, decentralized oracle network,
link |
02:16:39.720
a proof of reserve oracle network,
link |
02:16:41.720
a randomness oracle network.
link |
02:16:43.920
And I think we're gonna continue to see
link |
02:16:45.920
this dynamic that more and more advanced contracts
link |
02:16:49.640
compose various decentralized oracle networks
link |
02:16:53.440
into more advanced use cases.
link |
02:16:55.760
And this is the dynamic that we're focused on enabling.
link |
02:17:01.280
And I think it's actually a very virtuous cycle
link |
02:17:03.400
for everybody because the more of these
link |
02:17:05.760
hybrid smart contracts we enable on Ethereum
link |
02:17:08.720
and other blockchains, the more our industry
link |
02:17:11.800
provides real world outcomes to the market.
link |
02:17:15.520
To the larger world, which is at the end of the day,
link |
02:17:18.280
what I think everybody in our industry wants.
link |
02:17:21.040
Everybody in our industry wants hybrid smart contracts
link |
02:17:24.640
to become the way that global finance works,
link |
02:17:28.080
global trade works, global insurance products work,
link |
02:17:31.200
because they will inherently need both a blockchain
link |
02:17:34.240
on which the contract itself lives
link |
02:17:36.880
and an oracle network that powers
link |
02:17:39.200
all of the other interactions, right?
link |
02:17:41.800
As a developer, how would you recommend
link |
02:17:44.400
somebody listening to this, but also me,
link |
02:17:50.200
to get started with smart contracts
link |
02:17:52.880
and to get started with hybrid smart contracts?
link |
02:17:57.200
Well, for hybrid smart contracts,
link |
02:17:59.080
I'm gonna have to do some kind of shameless promotion.
link |
02:18:01.680
Please, let me twist your arm.
link |
02:18:05.320
Thank you.
link |
02:18:06.640
I think you can go to our YouTube.
link |
02:18:08.520
We have a number of developer tutorials.
link |
02:18:11.080
Chainlink YouTube?
link |
02:18:12.160
Yeah, Chainlink.
link |
02:18:13.360
I think if you just search Chainlink on YouTube,
link |
02:18:14.880
you should find it.
link |
02:18:17.560
Beyond that, we recently had a hackathon
link |
02:18:19.800
where we had a huge amount of very kind of
link |
02:18:22.440
advanced hybrid smart contracts getting built.
link |
02:18:25.000
To elaborate on that, you had a hackathon.
link |
02:18:28.280
Is that something that people can follow along
link |
02:18:30.560
like a video or there's web page traces of what happened?
link |
02:18:35.560
Or is there a future actual hackathons
link |
02:18:37.640
that people could literally participate in?
link |
02:18:39.560
There's plenty of more hackathons coming up.
link |
02:18:41.520
We wanna enable as many developers in web3 and web2
link |
02:18:44.440
to build hybrid smart contracts
link |
02:18:46.080
as a way to redefine our industry
link |
02:18:47.880
and kind of make all of these smart contracts come to life.
link |
02:18:52.280
There are definitely gonna be more hackathons.
link |
02:18:54.040
So people should go and preregister or register
link |
02:18:56.720
on a list to get involved in that.
link |
02:18:58.240
That's a great resource where we have a lot of speakers
link |
02:19:00.240
and a lot of educational tools.
link |
02:19:01.440
They happen over a course of weeks, not days.
link |
02:19:04.680
So there's a long time for people to work on these things
link |
02:19:07.080
at the speed that they find comfortable.
link |
02:19:09.800
Two questions.
link |
02:19:10.640
One, is there a kind of hello world entry point
link |
02:19:14.400
for hybrid smart contracts?
link |
02:19:17.640
And two, on the hackathon side,
link |
02:19:19.640
what kind of stuff do you see people building at first?
link |
02:19:22.360
Just kind of getting their feet wet
link |
02:19:25.440
in terms of the kind of applications that could be enabled.
link |
02:19:28.880
I mean, there's unbelievable things
link |
02:19:30.480
that we see people building.
link |
02:19:32.440
I think how to get your feet wet,
link |
02:19:35.160
I think the hello world is probably DeFi
link |
02:19:37.160
because it's pretty straightforward.
link |
02:19:38.520
And there's a large amount of data sources
link |
02:19:40.280
that we already have putting data on chain on test net,
link |
02:19:42.800
which is the test environment in which people would build.
link |
02:19:45.360
So I think DeFi is probably to a certain degree
link |
02:19:47.800
the most exciting for certain people
link |
02:19:49.240
and pretty expansive in terms of the tutorials
link |
02:19:54.160
and the amount of contracts
link |
02:19:55.360
to see how people have already built it.
link |
02:19:57.760
I think beyond that,
link |
02:19:58.600
we see people building amazing things at these hackathons.
link |
02:20:01.040
In the previous hackathon,
link |
02:20:02.400
we saw somebody build a smart contract
link |
02:20:04.720
that allows someone to rent out their Tesla.
link |
02:20:09.440
So it allows the Tesla API to give someone else access
link |
02:20:14.680
and rent out someone's Tesla
link |
02:20:16.600
on the basis of a smart contract kind of coordinating payment,
link |
02:20:19.880
which was kind of amazing.
link |
02:20:22.480
The more recent hackathon,
link |
02:20:23.880
we saw something called Dbridge,
link |
02:20:25.600
which is a cross chain solution that uses Oracle networks
link |
02:20:28.400
to confirm data on different chains.
link |
02:20:30.640
So I think the things that people build
link |
02:20:33.880
will just become expansive and varied
link |
02:20:36.840
in ways that I can't even imagine.
link |
02:20:40.120
But I think this recent hackathon saw a huge, huge list
link |
02:20:44.440
of different kind of winners in different categories.
link |
02:20:48.080
And there's so many different categories.
link |
02:20:49.360
We even have a GovTech category
link |
02:20:50.840
and a whole bunch of things.
link |
02:20:53.120
If people wanna see what's possible,
link |
02:20:54.640
they can go look at the winners.
link |
02:20:55.960
I think that's probably a good idea.
link |
02:20:59.480
Yeah, that'll be on the side of the hackathon.
link |
02:21:01.400
There's a blog related to that,
link |
02:21:03.880
and we're gonna have more of these.
link |
02:21:05.400
And once again, our explicit goal
link |
02:21:08.440
is to take our industry into this world
link |
02:21:11.560
of hybrid smart contracts, which just benefits everybody.
link |
02:21:14.800
It makes more on chain activity.
link |
02:21:16.920
It helps provide real world value to the average person
link |
02:21:21.080
from all of this infrastructure period.
link |
02:21:23.560
And at the end of the day,
link |
02:21:25.040
I think that it just redefines what our industry is about
link |
02:21:28.560
through use cases, right?
link |
02:21:29.560
Because if you only learn through our industry
link |
02:21:33.080
from the point of view of a single use case,
link |
02:21:35.040
like the NFT use case or some other use case,
link |
02:21:37.640
that's what our industry is about.
link |
02:21:39.680
And the more of these use cases
link |
02:21:41.600
that people can make available to the average person
link |
02:21:44.280
or to the FinTech world or to the insurance world
link |
02:21:46.680
or wherever, the faster our industry will not just be
link |
02:21:50.720
about Bitcoins or tokens,
link |
02:21:52.600
it will be about changing global finance,
link |
02:21:55.160
changing global insurance, changing global trade.
link |
02:21:58.080
And that's the change in the world
link |
02:22:00.360
that I and a lot of other people in this industry,
link |
02:22:02.640
I think, got into this for.
link |
02:22:04.680
Now it's funny, you've mentioned about,
link |
02:22:06.920
you've had a lot of kind words to say about Bitcoin
link |
02:22:09.440
and Ethereum as important technology
link |
02:22:12.400
that paved the way for the future.
link |
02:22:14.440
And you somehow did not mention
link |
02:22:16.920
one of the most profound pieces of technology,
link |
02:22:18.760
which is Dogecoin.
link |
02:22:20.400
What are your thoughts about this particular
link |
02:22:24.800
revolutionary technology?
link |
02:22:26.280
And what are your thoughts about Dogecoin
link |
02:22:28.000
going to the moon, to Mars,
link |
02:22:30.120
and outside of the solar system?
link |
02:22:32.520
I think Dogecoin is a very interesting kind of,
link |
02:22:36.600
probably closer to a social experiment than anything else.
link |
02:22:40.040
Isn't everything a social experiment?
link |
02:22:42.840
Yeah, I guess that's fair to a degree.
link |
02:22:46.360
I think it's fascinating how that's evolved.
link |
02:22:49.160
I think the people that made it
link |
02:22:51.320
with certain goals in mind
link |
02:22:53.080
and then it's kind of taken on a life of its own.
link |
02:22:56.080
I don't fully understand exactly why it's taken on a life
link |
02:22:59.000
of its own at this point.
link |
02:23:01.040
I once again, I don't spend too much time
link |
02:23:03.040
thinking about different tokens and how they're evolving.
link |
02:23:07.080
I'm much more focused on the launching and...
link |
02:23:10.720
The technology around trust and all those kinds of ideas.
link |
02:23:15.040
But I think one of the fascinating things about Dogecoin
link |
02:23:18.840
is how technology that leverages social dynamics,
link |
02:23:23.840
that technology's ability to utilize fun and memes to spread.
link |
02:23:30.240
I think it's really interesting.
link |
02:23:31.800
I don't think it should be discounted as a...
link |
02:23:35.280
I think I tweeted today something
link |
02:23:36.960
about like the fundamental force field of fun.
link |
02:23:41.600
That fun has an effect on the space time.
link |
02:23:45.080
So general relativity describes how mass and energy
link |
02:23:50.080
can curve space time. And I was just giving an example
link |
02:23:53.920
that when life is fun, it seems short.
link |
02:23:56.360
When life is not fun, it seems very long.
link |
02:23:58.560
So fun has a very similar effect on space time,
link |
02:24:01.080
like in curved space time.
link |
02:24:02.720
In that same sense, there is a power to the meme.
link |
02:24:07.200
And I think Dogecoin illustrates that.
link |
02:24:09.480
I think Elon is an example of somebody that uses Dogecoin.
link |
02:24:12.680
I don't know his philosophy in particular on this aspect,
link |
02:24:16.600
but he does use Dogecoin.
link |
02:24:18.240
But he does use it effectively to excite the world
link |
02:24:23.720
in a fun way about the possibilities
link |
02:24:26.400
of future technologies like cryptocurrency.
link |
02:24:29.080
I think the Bitcoin world is very serious right now.
link |
02:24:33.200
We've spoken about Bitcoin maximalists.
link |
02:24:36.760
There is very little space for fun and joking
link |
02:24:40.800
in the Bitcoin world, but there's still a little bit of fun
link |
02:24:45.800
and humor left in the Dogecoin world.
link |
02:24:48.600
In that sense, I think it's exceptionally powerful
link |
02:24:51.640
to inspire, to excite, to be able to talk about stuff
link |
02:24:57.320
without the seriousness of financial impact
link |
02:25:05.080
that now certain cryptocurrencies have like Bitcoin.
link |
02:25:08.880
So I keep an eye on, I've previously mentioned
link |
02:25:12.520
that Dogecoin I think is a fascinating piece of technology
link |
02:25:16.120
because I do think cryptocurrency is much bigger
link |
02:25:19.120
than the technology that you focus on.
link |
02:25:23.880
There is also a social element that you also spoke to
link |
02:25:27.760
that's I think not quite yet understood
link |
02:25:31.120
and it's fascinating to watch, especially as it covalls
link |
02:25:35.440
with the different tools on the internet,
link |
02:25:37.360
the different social networks,
link |
02:25:39.640
social network mechanisms on the internet.
link |
02:25:42.160
So I'm a huge supporter of Dogecoin
link |
02:25:46.200
because I'm a huge supporter of fun.
link |
02:25:49.880
I'm fascinated to see how it'll work out.
link |
02:25:54.000
You think it'll go to the moon?
link |
02:25:55.680
You think it'll be the first cryptocurrency
link |
02:25:57.600
to land on the moon?
link |
02:25:59.240
I couldn't say.
link |
02:26:00.080
I haven't done the analysis as I've said before.
link |
02:26:04.240
I haven't done the analysis.
link |
02:26:05.640
Well, yeah, no matter what,
link |
02:26:09.640
I do hope we will get humans back on the moon
link |
02:26:12.520
and hopefully get humans on Mars soon.
link |
02:26:15.320
Dogecoin, Bitcoin or not.
link |
02:26:21.320
Let me ask you about books and movies.
link |
02:26:25.960
What books and movies in your life long ago
link |
02:26:30.400
when you were a baby Sergei or today had an impact on you?
link |
02:26:36.720
Maybe you would recommend to others
link |
02:26:39.080
and maybe what ideas you took away from those books,
link |
02:26:43.640
movies, coloring books, children's books, blogs, whatever.
link |
02:26:49.280
Yeah, yeah, sure.
link |
02:26:51.440
So I think one of the things that had a very big impact
link |
02:26:54.000
on me were Plato's dialogues
link |
02:26:56.000
and particularly Protagoras and Gorgias
link |
02:26:58.240
as some of the two initial ones.
link |
02:27:02.760
I think what Plato's dialogues do very well
link |
02:27:05.600
is they give people a clear picture of what dialogue looks
link |
02:27:09.520
like and what the assessment
link |
02:27:11.440
of information probably should look like, right?
link |
02:27:15.240
And how the dissection and analysis
link |
02:27:18.480
of an idea is very important
link |
02:27:20.480
and how it can actually be taken in either direction.
link |
02:27:22.840
But at the end of the day that the process
link |
02:27:25.840
of eliminating kind of this fuzzy thinking
link |
02:27:30.000
and arriving at whether it's an external dialogue
link |
02:27:33.360
or an internal dialogue about an accurate picture
link |
02:27:36.520
of reality is actually very important.
link |
02:27:38.960
And so I think I'm very lucky to have read the dialogues
link |
02:27:42.480
when I was in my early teenage years
link |
02:27:44.920
and it had a very large impact on me
link |
02:27:46.480
because it kind of showed me that nobody knows
link |
02:27:49.520
what they're talking about.
link |
02:27:51.000
I would play out dialogues in my mind
link |
02:27:55.120
and I would engage in certain dialogues
link |
02:27:56.760
with different people.
link |
02:27:58.920
And what the Platonic dialogue showed me was kind
link |
02:28:02.360
of how to tell when someone has no clue.
link |
02:28:06.000
And a lot of people are very good
link |
02:28:07.360
at kind of say they have a clue, right?
link |
02:28:12.680
Saying like, here's how the world works.
link |
02:28:14.280
Here's what you should do with your life.
link |
02:28:15.520
Here's what you should do with your time.
link |
02:28:16.760
Here's what you should do with your money.
link |
02:28:18.000
Here's what you should do with your attention.
link |
02:28:19.800
Here's what you should do with all these things.
link |
02:28:22.400
And I think the ability to evaluate information
link |
02:28:26.280
generally is something that is surprisingly under taught.
link |
02:28:31.000
I don't actually understand why there isn't a course
link |
02:28:33.840
in like high schools or universities
link |
02:28:35.880
that's just like, here is how you evaluate information.
link |
02:28:39.320
Here's how you engage in external dialogue
link |
02:28:41.640
and internal dialogue to arrive
link |
02:28:43.640
at an accurate picture of reality
link |
02:28:45.480
rather than the picture of reality
link |
02:28:47.200
that other people want you to have
link |
02:28:48.600
for their benefit most often, right?
link |
02:28:50.560
And at the end of the day,
link |
02:28:52.760
I think that put me down a path
link |
02:28:54.800
to really try and understand.
link |
02:28:57.120
Beyond that, I think biographies
link |
02:29:00.280
have had a very large impact on me.
link |
02:29:03.960
Plutarchs, Greek and Roman lives.
link |
02:29:05.800
After I read Plato,
link |
02:29:07.080
I started reading a bunch of stuff, Greek stuff.
link |
02:29:09.000
I was just like, these Greek guys,
link |
02:29:10.360
they really know how it is.
link |
02:29:12.440
They did this 2000 years ago and they still got it right.
link |
02:29:15.360
There's something here.
link |
02:29:16.600
It's kind of this like a theory of time around them,
link |
02:29:19.640
the value of intellectual ideas, right?
link |
02:29:21.080
If an intellectual idea has survived the test of time,
link |
02:29:24.800
it's much more valuable than the intellectual idea
link |
02:29:27.160
that I just came up with 10 minutes ago,
link |
02:29:28.720
I haven't told anybody and hasn't gone up against
link |
02:29:31.320
all of the kind of rebuttals.
link |
02:29:35.880
So...
link |
02:29:36.840
So what's your favorite,
link |
02:29:37.760
what would you say would be a most impactful biography
link |
02:29:41.240
that you've come across?
link |
02:29:43.280
I don't think it was those Greek or Roman biographies
link |
02:29:45.640
because they were very far away.
link |
02:29:48.560
I think that probably one of the most impactful ones
link |
02:29:53.560
that I can remember recently is around Vanderbilt.
link |
02:29:59.320
And so Vanderbilt was this guy who basically,
link |
02:30:03.640
without that much of an education,
link |
02:30:05.160
he would invent or work with people
link |
02:30:08.760
to make these steamboats.
link |
02:30:10.160
And then he had a lot of acumen
link |
02:30:12.080
around creating certain monopolies,
link |
02:30:15.480
regardless of what was right or wasn't right.
link |
02:30:20.480
Right or wasn't right.
link |
02:30:22.080
And then fascinating enough,
link |
02:30:23.200
it all hinged on like a Supreme Court case
link |
02:30:25.480
that decided if monopolies were acceptable
link |
02:30:29.120
in the form of state created monopolies or not.
link |
02:30:32.880
And if it was deemed that state created monopolies
link |
02:30:36.800
were acceptable, he would have had a huge problem, this guy.
link |
02:30:39.440
But it was deemed that state created monopolies
link |
02:30:41.880
through these licenses for steamboat routes
link |
02:30:46.040
was not acceptable.
link |
02:30:47.880
And that did two interesting things that unseated
link |
02:30:51.200
some kind of old time landed gentry in the Americas
link |
02:30:55.560
in like the 1830s and 40s.
link |
02:30:57.920
And it basically made him right
link |
02:31:00.840
and he saw it before other people.
link |
02:31:03.160
So I think Vanderbilt was a very interesting personality,
link |
02:31:08.200
first of all, of all the biographies that I read
link |
02:31:11.520
is somebody who really took the situation in hand
link |
02:31:16.520
and kind of took action to achieve an outcome,
link |
02:31:20.120
which I think was an amazing result.
link |
02:31:23.840
The fascinating thing, by the way,
link |
02:31:26.200
is, or amazing way of looking at things.
link |
02:31:28.360
The fascinating thing, by the way,
link |
02:31:29.440
is that the ferries now in New York Harbor
link |
02:31:32.200
are all run as a public good.
link |
02:31:36.000
So the fascinating thing is that the guy,
link |
02:31:37.680
he focused on an industry and he worked on something
link |
02:31:40.680
that was so important that it ended up
link |
02:31:42.800
becoming a public good.
link |
02:31:44.920
And I think that that's an interesting conception
link |
02:31:48.720
of how to look at this industry.
link |
02:31:51.800
I think there's a lot of economics dynamics
link |
02:31:54.400
around this industry,
link |
02:31:55.680
but I think I might've said this somewhere else before,
link |
02:31:58.960
but really the success of someone in this industry
link |
02:32:03.240
is whether they're able to make a Linux or HTTP
link |
02:32:06.640
or an HTTPS like system that lives on for a very long time
link |
02:32:11.640
and is essentially a kind of public good.
link |
02:32:14.400
It's a success of an idea,
link |
02:32:16.840
even if that idea is originally sort of a capitalist idea
link |
02:32:19.960
above that's grounded in financial benefit.
link |
02:32:23.000
Success of it is if it becomes a public good.
link |
02:32:26.000
It is so universal.
link |
02:32:27.640
It is so fundamental to the quality of life
link |
02:32:30.880
that it's a public good.
link |
02:32:32.120
It is deemed to be so valuable
link |
02:32:34.880
that it should be a public good.
link |
02:32:37.480
Yeah, I think so.
link |
02:32:38.320
I think that's a pretty,
link |
02:32:39.640
a pretty good definition of success that you work
link |
02:32:42.160
on a body of work and that body of work
link |
02:32:44.560
isn't just some commercial enterprise.
link |
02:32:47.200
It's a body of work that whatever commercial aspects
link |
02:32:51.480
or economic incentive aspects it might have,
link |
02:32:54.560
it eventually is so important
link |
02:32:56.640
that it becomes critical to how society functions.
link |
02:33:00.560
I'm personally quite lucky and grateful to be,
link |
02:33:04.800
in my opinion, working on something like that
link |
02:33:07.400
with an amazing team and an amazing community
link |
02:33:11.000
that seems to really very much care
link |
02:33:13.280
about this hybrid smart contract transparent world
link |
02:33:18.280
that a lot of people on our industry,
link |
02:33:20.600
realistically, I think this is why a lot of them signed up.
link |
02:33:23.520
This is why I came into our industry.
link |
02:33:25.360
It wasn't because Bitcoin,
link |
02:33:27.920
it was because Bitcoin was a picture
link |
02:33:32.040
of how the world could work in so many other ways.
link |
02:33:34.960
And that picture of how the world could work
link |
02:33:37.480
in so many other ways attracted me a very long time ago.
link |
02:33:42.840
And I think that all of this stuff
link |
02:33:47.360
will eventually become a public good.
link |
02:33:49.320
I think it will become so critical
link |
02:33:50.960
to how societies function internally and internationally
link |
02:33:54.360
that just like there are systems,
link |
02:33:56.360
like the Federal Reserve, like global payment systems,
link |
02:33:59.360
like all these types of things,
link |
02:34:00.720
I think eventually all of this technology
link |
02:34:03.240
will be baked into these societally critical systems.
link |
02:34:08.440
And if I, in our community and the people I work with
link |
02:34:11.320
and the body of work that we're working on
link |
02:34:13.680
can make some kind of contribution to that shift
link |
02:34:18.200
towards a fairer, economically fair, transparent society,
link |
02:34:23.760
from my point of view, it's a very worthwhile body of work.
link |
02:34:27.040
In terms of the show, you also mentioned the show,
link |
02:34:30.640
one of the shows that I really seem to like more and more
link |
02:34:33.960
for some reason is Star Trek, not the old Star Trek.
link |
02:34:37.640
I don't really get the old Star Trek.
link |
02:34:39.040
The special effects aren't good enough.
link |
02:34:41.000
Star Trek, like The Next Generation and Voyager
link |
02:34:44.640
and Deep Space Nine and all those.
link |
02:34:47.760
I think whenever I happen to watch a Star Trek show again,
link |
02:34:52.400
I have a very simple conception in my mind
link |
02:34:54.840
that I really didn't have whenever I saw it way back when.
link |
02:34:57.800
It's that I'm not a fan of Star Trek.
link |
02:35:00.080
It's that this is what the world looks like
link |
02:35:03.240
if technology takes us towards a utopia, right?
link |
02:35:06.880
So I think there's this fascinating thing
link |
02:35:08.840
where technology can take us towards a utopia
link |
02:35:11.720
or towards a dystopia.
link |
02:35:13.680
And in my mind, those kind of three Star Trek shows
link |
02:35:18.000
are a picture of what human civilization looks like
link |
02:35:23.360
if everybody's technological ambitions
link |
02:35:26.120
successfully take us towards a utopia, right?
link |
02:35:28.440
Because in the Star Trek universe,
link |
02:35:30.840
you're not seeking money or you're not seeking safety
link |
02:35:34.120
or you're not really seeking anything for yourself.
link |
02:35:38.440
Everybody within Maslow's hierarchy of needs
link |
02:35:41.960
has gotten so many things for themselves
link |
02:35:43.960
that their goal is learning and discovering and or helping.
link |
02:35:49.600
And I think there is this conception of human life
link |
02:35:53.160
once the baser needs are satisfied.
link |
02:35:56.120
And at the end of the day,
link |
02:35:59.040
I think that's what technology generally can elevate
link |
02:36:02.560
all of human civilization to, right?
link |
02:36:04.360
It can elevate us to Star Trek world
link |
02:36:07.280
where if people want to invent,
link |
02:36:10.360
they can do that all day and nothing else.
link |
02:36:11.960
If people wanna explore the stars,
link |
02:36:13.840
they can explore the stars
link |
02:36:14.840
and they don't have to worry about economic scarcity
link |
02:36:18.600
or any number of these other conceptions.
link |
02:36:21.040
So I don't know what the most impactful on me shows have been
link |
02:36:24.640
but for some reason recently Star Trek
link |
02:36:27.600
in the newer variant,
link |
02:36:29.880
not the most new Star Trek shows.
link |
02:36:32.000
Those shows are a little strange.
link |
02:36:33.320
The kind of middle Star Trek universe
link |
02:36:35.840
where everybody is doing something
link |
02:36:37.840
with like a very important purpose
link |
02:36:40.400
and nobody's thinking about like,
link |
02:36:42.080
where's my paycheck or where's my whatever.
link |
02:36:46.200
They're all kind of like,
link |
02:36:47.040
we have to discover the formula to this
link |
02:36:50.560
to save the planet over there.
link |
02:36:52.440
And literally every episode you're discovering a formula
link |
02:36:54.360
to save a planet, right?
link |
02:36:55.240
Of some kind or a universe or ecosystem or whatever.
link |
02:36:58.480
And you're looking at it, you're like,
link |
02:37:00.360
you know, this is like,
link |
02:37:02.160
this is a pretty good place to end up.
link |
02:37:03.560
This is where we might wanna end up.
link |
02:37:05.280
So it gives you hope.
link |
02:37:06.400
I mean, it's funny that we don't often think about the,
link |
02:37:13.200
I think it's very useful to think about positive visions
link |
02:37:16.880
of the future when we're trying to design technology.
link |
02:37:20.960
There's a lot of sort of in public discourse,
link |
02:37:25.080
a lot of people are thinking about
link |
02:37:27.040
kind of how everything goes wrong.
link |
02:37:29.400
It's important to think about that sometimes,
link |
02:37:31.520
but in moderation, I think,
link |
02:37:33.040
because there's not enough in my little corner
link |
02:37:37.080
of artificial intelligence world,
link |
02:37:39.000
people are very kind of fear monger centered.
link |
02:37:42.800
There's a lot of discussions
link |
02:37:44.240
about how everything goes wrong.
link |
02:37:46.040
Important to do, but it's also really important
link |
02:37:48.920
to talk about how things can go right,
link |
02:37:53.240
because we ultimately want to guide the design
link |
02:37:56.000
of the systems we create to make things right.
link |
02:37:58.880
And I think with hope and optimism,
link |
02:38:02.080
not naiveness, but optimism,
link |
02:38:05.840
you can actually create a better world.
link |
02:38:08.240
Like you have to think about a positive,
link |
02:38:11.560
a better world as you create,
link |
02:38:14.080
because then you can actually create it.
link |
02:38:16.080
Yeah, I'm one of the people that thinks
link |
02:38:19.920
that having an optimistic view of the world
link |
02:38:24.800
is better for design and creativity
link |
02:38:26.840
than having a pessimistic one.
link |
02:38:28.840
It's hard to design when you're in fear.
link |
02:38:33.360
Do you have advice for young people,
link |
02:38:37.040
speaking of being excited about
link |
02:38:38.960
and hopeful about the future world,
link |
02:38:40.880
do you have advice for young people today
link |
02:38:43.880
in computer science world,
link |
02:38:46.760
in software engineering world, in crypto world,
link |
02:38:48.920
but maybe in any world whatsoever for life,
link |
02:38:53.680
how to pick a career or how to live life in general?
link |
02:38:58.080
I think the thing that young people should do
link |
02:39:02.280
is not any one specific thing
link |
02:39:04.160
for any one specific young person.
link |
02:39:07.440
I think what they should do is what they won't be able to do
link |
02:39:11.920
in the later stages of their life.
link |
02:39:14.520
And the way, in my opinion,
link |
02:39:16.160
from a framework point of view to think about that
link |
02:39:19.520
is that the amount of obligations
link |
02:39:23.320
and the amount of time that a person has
link |
02:39:27.680
seems to just diminish over time, right?
link |
02:39:30.520
So the amount of free time they have, right?
link |
02:39:32.480
So you start your job,
link |
02:39:33.600
you get a bunch of responsibilities,
link |
02:39:35.600
something with your partner or spouse,
link |
02:39:37.240
more responsibilities,
link |
02:39:38.560
kids, probably even more responsibilities,
link |
02:39:40.720
and soon enough, the time that you have to educate yourself,
link |
02:39:45.640
to travel, to experience the world however,
link |
02:39:50.080
create whatever creative endeavor you're interested in,
link |
02:39:53.320
slowly but surely disappears.
link |
02:39:55.800
I think this is something
link |
02:39:57.840
that young people don't fully realize.
link |
02:40:01.280
They assume that the world as it is now
link |
02:40:04.240
and the amount of free time that they have to travel,
link |
02:40:08.520
to educate themselves, to make new friends,
link |
02:40:11.320
to do all these things,
link |
02:40:12.600
will somehow maybe diminish by 10%.
link |
02:40:16.720
It won't diminish by 10%, it will diminish by 90%.
link |
02:40:20.760
And the 10% that you have,
link |
02:40:22.480
you'll be resting to get back to work and get things done.
link |
02:40:27.040
So what I think young people should do,
link |
02:40:30.160
and this is why it's very different for each of them, right?
link |
02:40:32.600
I can't tell young people,
link |
02:40:33.720
hey, you should study philosophy, travel,
link |
02:40:36.440
and start your own enterprise to achieve something
link |
02:40:38.800
worthwhile in the world, right?
link |
02:40:39.760
That might be something that's good for me
link |
02:40:41.640
with my values and my kind of worldview,
link |
02:40:45.440
but for other people might be something else.
link |
02:40:47.840
I think the way that they should conceptualize it
link |
02:40:51.160
is imagine if over the next 10, 12 years,
link |
02:40:58.120
the amount of choice that you had about what you could do
link |
02:41:02.200
was cut down by 90%.
link |
02:41:05.320
What would you, and this is copying from this kind of
link |
02:41:07.920
Jeff Bezos regret minimization framework.
link |
02:41:11.560
In that framework, it's like,
link |
02:41:12.720
what would I regret not doing at 80?
link |
02:41:16.040
And that's kind of meant to create this longterm view
link |
02:41:19.400
and make these decisions now that'll get you
link |
02:41:22.040
to a longterm future that you can look back on
link |
02:41:24.840
and be proud of your life, right?
link |
02:41:26.960
What I think young people should do
link |
02:41:28.840
is they should say to themselves,
link |
02:41:30.600
look, if I never get the chance to travel
link |
02:41:33.960
for as long as I live,
link |
02:41:36.000
assuming that after 25, after 27, after 29,
link |
02:41:40.440
that's the case, how will I feel about that?
link |
02:41:43.400
If I never get to start a company after 25,
link |
02:41:46.920
after I get married, after I have kids,
link |
02:41:49.080
how will I feel about that?
link |
02:41:50.960
And whatever they feel the worst about
link |
02:41:53.280
is what they should do.
link |
02:41:54.880
Whatever they feel like when they say to themselves,
link |
02:41:57.120
you know, if I don't travel now, I will never travel.
link |
02:42:01.360
And they feel horrible about that.
link |
02:42:02.880
They just have an overwhelming fear
link |
02:42:05.960
and disgust at themselves in that type of state
link |
02:42:10.760
at 25, 27, 29, that's what they should do.
link |
02:42:14.600
And they shouldn't listen to anybody else.
link |
02:42:19.080
Let me put it to you this way.
link |
02:42:20.920
If you're really smart, you're gonna make it anyway.
link |
02:42:24.560
There's a lot of people putting a lot of pressure on you
link |
02:42:26.360
because they're afraid whether you're gonna make it.
link |
02:42:28.560
If you're really smart, you're gonna make it anyway.
link |
02:42:31.280
If you're not really smart, you're screwed anyway.
link |
02:42:33.600
So at the end of the day.
link |
02:42:36.120
Either way, just relax with it and use your time well
link |
02:42:39.000
to do the things you would most regret not doing.
link |
02:42:43.080
That's really fascinating.
link |
02:42:44.720
I wouldn't say relax.
link |
02:42:46.120
I would say very much cherish the free time,
link |
02:42:50.360
the discretionary time that you have
link |
02:42:52.640
from the age of 18 to maybe 25.
link |
02:42:56.360
Because at 25, everyone's gonna start looking at each other
link |
02:42:59.760
and asking, what have I achieved?
link |
02:43:02.040
Like my friends have achieved, I haven't achieved.
link |
02:43:04.520
And then by the time you get to 30,
link |
02:43:06.200
you're gonna look at each other again and go,
link |
02:43:07.960
well, my friends have a family or a company
link |
02:43:11.360
or a PhD or a whatever, what do I have?
link |
02:43:14.480
And the pressure will just increase.
link |
02:43:16.040
And it'll increase so much that even if you want to go
link |
02:43:20.040
and do the fun thing, it will not be fun.
link |
02:43:22.760
Because the pressure of comparing yourself
link |
02:43:26.080
to your friends at 25 or your peers at 30
link |
02:43:29.240
will be so great that it will no longer be normal
link |
02:43:33.560
for you to be in a hostel at 30,
link |
02:43:36.440
kind of like living it up.
link |
02:43:40.480
And this is why I also can't tell you
link |
02:43:42.400
specifically what it is.
link |
02:43:43.360
For me, it was getting an education in philosophy
link |
02:43:46.000
that was rigorous and in depth.
link |
02:43:47.760
It was traveling and it was starting an enterprise
link |
02:43:50.280
that I thought that was worthwhile, that I directed,
link |
02:43:52.640
that I could make into something great.
link |
02:43:54.320
That's what it was for me.
link |
02:43:55.600
For other people, it might be something with a band,
link |
02:43:58.040
it might be something with painting,
link |
02:43:59.880
it might be an education.
link |
02:44:02.280
You, by the way, also should not assume
link |
02:44:04.760
that your ability to get an education will improve.
link |
02:44:09.840
All of those responsibilities will take away
link |
02:44:13.200
your ability to get an education.
link |
02:44:15.480
So if you value having an education,
link |
02:44:17.480
if you value being a deeply educated, well rounded person
link |
02:44:22.000
with a wide array of knowledge on a wide array of topics,
link |
02:44:25.320
capitalism will force you to specialize.
link |
02:44:27.920
That's what it's good at, it's gonna take you,
link |
02:44:29.720
it's gonna fashion you into a very specific tool
link |
02:44:32.920
for a very, most people, into a very specific set of tasks.
link |
02:44:36.880
If you want to have an education in something, get it now.
link |
02:44:40.600
If you wanna travel somewhere, travel there now.
link |
02:44:43.120
If you wanna do some kind of creative endeavor
link |
02:44:45.360
that you doubt whether you'll have time for in the future,
link |
02:44:48.640
do it now.
link |
02:44:49.480
You won't have time for it in the future,
link |
02:44:51.320
you won't have time to read philosophy books all day,
link |
02:44:54.560
unfortunately, you won't have time to fly to Italy
link |
02:44:59.560
and kind of hang out with people.
link |
02:45:02.080
If you're serious about your life,
link |
02:45:04.040
you're gonna get more responsibilities,
link |
02:45:05.440
you're gonna get more stuff to do.
link |
02:45:07.360
And so my advice to you is do not piss away
link |
02:45:10.920
this rare, unique, discretionary time.
link |
02:45:14.480
And if your friends are, get new friends.
link |
02:45:18.080
Get smarter friends, get people who are using
link |
02:45:21.480
the limited time they have better.
link |
02:45:23.160
That's my advice.
link |
02:45:25.920
So it's just a quickly comment, it's brilliant.
link |
02:45:29.240
You know, to reframe high school
link |
02:45:31.480
and undergraduate college education,
link |
02:45:34.120
sometimes people wanna quickly get it over with.
link |
02:45:37.400
But one thing I remember thinking,
link |
02:45:42.640
and it's very true about high school,
link |
02:45:45.440
is one of the only times in your life
link |
02:45:48.120
you'll get a chance to truly get a broad education.
link |
02:45:51.280
You don't often think of it that way,
link |
02:45:53.840
but it's a chance to really enjoy learning things
link |
02:45:57.160
that are outside of the specialty
link |
02:45:58.720
that you'll eventually end up with.
link |
02:46:00.480
And that's how college education is.
link |
02:46:02.280
And on a more fun side, I played music,
link |
02:46:05.640
I did martial arts, and we offline mentioned
link |
02:46:09.360
played video games.
link |
02:46:10.720
I find it fascinating and brilliant what you said,
link |
02:46:14.120
which is the world will not give you a chance
link |
02:46:17.400
to truly enjoy many of these things
link |
02:46:19.760
and truly get value from many of those things
link |
02:46:23.600
once you get older.
link |
02:46:25.560
I find it exceptionally difficult to enjoy video games now.
link |
02:46:29.440
There's so much stuff to do,
link |
02:46:30.280
there's so much responsibility.
link |
02:46:32.960
And I, at the time when I played Elder Scrolls
link |
02:46:37.280
and Baldur's Gate and Diablo II,
link |
02:46:39.920
and at the time I thought maybe that was a waste of time.
link |
02:46:45.880
But now looking back, I realize,
link |
02:46:49.080
because I always thought,
link |
02:46:50.520
let me get the career first
link |
02:46:52.120
and then I'll have a chance to play video games.
link |
02:46:54.080
That's the way I was thinking.
link |
02:46:55.880
It was a waste of time
link |
02:46:57.080
because I should really progress on the career
link |
02:47:01.120
and then I'll have time to play video games.
link |
02:47:03.160
No, the reality is that was really fulfilling.
link |
02:47:06.160
Those are some of the happiest travel experiences
link |
02:47:10.560
of my life is me traveling to those virtual worlds
link |
02:47:14.040
and spending time in them.
link |
02:47:15.680
And it was really fulfilling
link |
02:47:16.880
and they stayed with me for the rest of my life.
link |
02:47:19.160
And I get to experience echoes of that
link |
02:47:21.880
when I play video games these days
link |
02:47:23.440
for an hour here, an hour there,
link |
02:47:25.280
like one hour a month or something like that.
link |
02:47:27.840
But even those experiences, as silly as they are,
link |
02:47:30.960
they seem like a waste of time at the time,
link |
02:47:33.440
enjoying them fully, unapologetically.
link |
02:47:37.040
And in a framework exactly as you said,
link |
02:47:41.160
would I regret being the kind of person
link |
02:47:43.800
who've never played those video games?
link |
02:47:46.560
And I can, for myself, honestly say that yes.
link |
02:47:50.120
Look, when I'm on my death bed,
link |
02:47:53.480
I'm glad I built Baldur's Gate 2
link |
02:47:57.400
and all those arena, Daggerfall, Morrowind
link |
02:48:00.960
and all the Elder Scrolls games.
link |
02:48:03.600
And yeah, the things that don't necessarily fit
link |
02:48:10.440
into this kind of storyline
link |
02:48:12.280
of what a career is supposed to be,
link |
02:48:14.480
travel and all those experiences that you mentioned.
link |
02:48:16.480
I think I'd just like to say one final quick thing on this.
link |
02:48:21.560
I think this extends to really hard things as well.
link |
02:48:24.000
It extends to the things you wanna do,
link |
02:48:25.800
but one of the best pieces of advice
link |
02:48:27.360
one of my mentors gave me early on in my career
link |
02:48:31.720
around this time is that it will actually become harder
link |
02:48:35.400
to start a company as you get older.
link |
02:48:38.760
Once again, because you have more responsibilities,
link |
02:48:41.360
you're responsible to your partner for some kind of income
link |
02:48:44.560
to create a life together.
link |
02:48:45.720
Once you have kids, you're responsible
link |
02:48:47.160
for an even greater income to create a life for kids.
link |
02:48:50.320
And startups do not generate income, right?
link |
02:48:53.280
They take many, many years before anything happens.
link |
02:48:56.040
People are getting evicted, people are eating ramen noodles.
link |
02:48:59.160
That is a thing, that happens, that will happen.
link |
02:49:02.160
So I'm not saying that you should do the fun things
link |
02:49:05.920
or the enjoyable things.
link |
02:49:07.360
I'm saying the things that you would regret not doing,
link |
02:49:12.200
that you can uniquely do in the time span from 18 to 25.
link |
02:49:18.080
Which one of which is, if you plan to have a family
link |
02:49:22.360
and start a family when you're 25,
link |
02:49:24.680
you should start a company now.
link |
02:49:26.840
You should not wait until a bunch of people depend on you
link |
02:49:29.440
for income to eat, to start a company.
link |
02:49:32.120
The amount of pressure that will be on you at that point
link |
02:49:34.720
will be monumental.
link |
02:49:36.480
You should start a company when nobody depends on you
link |
02:49:39.200
and you can sleep on the floor eating ramen noodles
link |
02:49:42.680
and still have a great time and show up
link |
02:49:45.040
with a lot of enthusiasm and be excited.
link |
02:49:47.720
So I just mean whatever you want to really devote yourself
link |
02:49:52.760
to and really do, don't put it off.
link |
02:49:56.200
Don't go to consulting or banking or any other industry
link |
02:49:59.080
and say, I'm gonna do this for three years
link |
02:50:00.600
and I'll get experience.
link |
02:50:02.080
The only way you get experience is by doing something.
link |
02:50:04.680
You go, you do it, you fail, you do it again and again
link |
02:50:07.440
and again and again and again and then you have experience
link |
02:50:09.680
and then you can do it right.
link |
02:50:10.720
That's the only way experience happens.
link |
02:50:12.360
There is no other way short of mentorship.
link |
02:50:14.720
If you're lucky to get mentorship,
link |
02:50:16.240
99% of people don't get mentorship.
link |
02:50:18.760
And even though we're talking about young people,
link |
02:50:20.640
I feel like you're speaking to me as somebody who spent
link |
02:50:23.720
the last two weeks sleeping on the floor
link |
02:50:25.720
because there's no mattress and somebody who is single
link |
02:50:28.400
and somebody who's thinking about doing a startup,
link |
02:50:30.840
I felt like you're speaking to me as a fellow young person.
link |
02:50:34.760
Let me ask you about this whole life of ours
link |
02:50:41.040
to zoom out on the big philosophical question,
link |
02:50:43.160
the ridiculous question.
link |
02:50:44.520
What do you think is the meaning of it all?
link |
02:50:47.960
Do you think about this kind of stuff
link |
02:50:49.320
as you're creating all the technology,
link |
02:50:51.920
as you're thinking about this future?
link |
02:50:54.520
You ever zoom out and think like, why?
link |
02:50:57.160
Why are you surrogate striving?
link |
02:50:59.880
Why are we the human species striving for the stars?
link |
02:51:05.040
So I think it comes down to whether people
link |
02:51:08.880
wanna live in society.
link |
02:51:11.200
So if people decide to be part of society,
link |
02:51:14.960
they have a certain set of conditions
link |
02:51:20.040
that they decide to take part in, right?
link |
02:51:23.240
So I think what this comes down to is a lot of
link |
02:51:27.640
really involved conversations.
link |
02:51:30.280
But if we assume people have free will and choice,
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02:51:33.000
if we just kind of make that blanket assumption,
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02:51:36.120
then the question starts to become,
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02:51:37.600
well, what choices do we make?
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02:51:39.200
And how do we live with those choices?
link |
02:51:41.880
And I think probably the most fundamental choice
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02:51:44.640
is whether we exist in a society
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02:51:47.560
or we choose to leave society.
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02:51:49.840
And there are people that do this.
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02:51:50.880
There are people that go live in the woods.
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02:51:52.000
There are people that immigrate to other societies
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02:51:55.080
and they make a choice, right?
link |
02:51:56.880
And as they enter those other societies
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02:51:58.840
or they choose to leave society and go live in the woods,
link |
02:52:01.840
they adopt a certain set of values, right?
link |
02:52:05.960
They adopt values that the society prescribes,
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02:52:08.400
they compromise their own values,
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02:52:09.680
they define their own values,
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02:52:11.000
and they create a set of values for themselves, right?
link |
02:52:14.760
I think at the end of the day,
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02:52:18.080
if you're going to choose to live in society,
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02:52:22.040
in addition to all the minimums of not throwing garbage
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02:52:25.600
on the floor and doing nice things for people
link |
02:52:28.920
that need help and doing any number of things
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02:52:31.520
to just be a normal human being within society,
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02:52:34.640
you have to ask yourself,
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02:52:37.120
what am I doing as part of society, right?
link |
02:52:39.880
You can always say, hey, I'm going to leave society.
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02:52:42.640
I'm going to live in the woods.
link |
02:52:43.680
I did that, right?
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02:52:44.720
I went and I lived in the woods and I gave it a shot,
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02:52:46.960
realized a ton of stuff, huge amount of clarity from that.
link |
02:52:49.760
But when you decide to live in society,
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02:52:52.760
you take on, first of all, certain minimal agreements.
link |
02:52:57.480
You mold your values a little bit to that society.
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02:53:01.040
That's another choice that people inherently make.
link |
02:53:03.960
And then there's a question of,
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02:53:07.120
well, what am I doing here, right?
link |
02:53:08.920
What am I doing in society, right?
link |
02:53:11.000
So when people say the meaning of life,
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02:53:12.960
I don't know what the meaning of life is.
link |
02:53:14.440
It's the meaning of life in society.
link |
02:53:16.480
Right, what's the meaning of life for the choice
link |
02:53:18.400
that you've made within society, right?
link |
02:53:20.480
Because that's maybe the first fundamental choice
link |
02:53:22.640
you made.
link |
02:53:23.280
You made a choice and you continue
link |
02:53:24.560
to make a choice to be part of society
link |
02:53:27.280
and a specific society, right?
link |
02:53:30.600
So you've made this choice.
link |
02:53:32.280
You're part of a society.
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02:53:34.120
And now you kind of have a life and you have people around you.
link |
02:53:41.880
And then the question is, in my opinion,
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02:53:44.640
the question is, what is the body of work
link |
02:53:46.800
that you want to make, right?
link |
02:53:50.120
I think, personally, that life is kind of so short.
link |
02:53:55.040
And the ability to get enough resources for yourself
link |
02:53:57.760
in at least the developed markets
link |
02:53:59.440
where we're lucky to be in is so relatively abundant
link |
02:54:03.600
that we, you and me, have the luxury,
link |
02:54:08.200
by your pursuit of a PhD, you've had this luxury,
link |
02:54:10.960
I've had this luxury through the work
link |
02:54:13.360
that I've been doing, to pursue something
link |
02:54:16.760
that makes society better.
link |
02:54:19.800
So this is kind of the question, I would say.
link |
02:54:25.000
The question is, am I going to live in society, yes or no?
link |
02:54:28.280
Yes, OK.
link |
02:54:28.960
Most people choose yes.
link |
02:54:30.120
I understand why, to a degree.
link |
02:54:31.600
I understand why some people choose no.
link |
02:54:33.400
And then what is the but?
link |
02:54:35.440
And I'm going to be in society.
link |
02:54:37.040
If you choose to be in society, you're
link |
02:54:38.440
just choosing to abide by the rules.
link |
02:54:40.200
You're choosing to just do the minimum, right?
link |
02:54:42.600
That's what being part of society means.
link |
02:54:44.360
People that choose to be part of society
link |
02:54:45.840
but don't want to do this, it's very confusing.
link |
02:54:47.920
They should just leave.
link |
02:54:48.840
They should just go, look, I don't like this deal.
link |
02:54:51.200
I'm going to go somewhere else.
link |
02:54:52.600
I'm going to live in Tibet.
link |
02:54:53.640
I'm going to live in the woods.
link |
02:54:55.120
I'm going to live wherever the rules are to my liking, right?
link |
02:55:00.000
You've chosen to be in society.
link |
02:55:02.240
Next question, kind of final question,
link |
02:55:04.120
is what is the body of work that I'm going to be involved in?
link |
02:55:07.280
Because in looking at that Jeff Bezos kind of regret
link |
02:55:10.200
minimization framework thing, I think
link |
02:55:12.400
that's what a lot of it really comes down to,
link |
02:55:14.280
is you kind of, the framework is at 80 years old,
link |
02:55:16.800
you look back over your life, what would you
link |
02:55:18.800
regret not doing?
link |
02:55:19.840
What would you regret not pursuing?
link |
02:55:23.360
I think there are a number of things on a personal level
link |
02:55:26.000
each person has, but I think, at least for me,
link |
02:55:29.800
and probably for many of the other people I know,
link |
02:55:32.720
there's a question of what is the body of work
link |
02:55:35.800
that I was involved in?
link |
02:55:37.280
What did I do?
link |
02:55:38.680
What happened, right?
link |
02:55:40.160
What was I involved in?
link |
02:55:42.760
And in my opinion, you should have a good answer to that.
link |
02:55:47.840
You mentioned the body of work in relation
link |
02:55:50.120
to whether it helped make a better world.
link |
02:55:54.760
And the fundamental question there is,
link |
02:55:58.280
what does better mean?
link |
02:56:00.120
So it's our striving to understand what is better.
link |
02:56:03.920
What kind of world would we love to exist after we're gone?
link |
02:56:09.400
And I think that's another thing,
link |
02:56:12.040
almost unanswerable question,
link |
02:56:13.600
but it's one we can strive towards,
link |
02:56:16.440
is what is a better world?
link |
02:56:19.960
Right, I think that's once again,
link |
02:56:22.560
that's a very personal question.
link |
02:56:23.800
I'm not sure if there's an objective moral truth
link |
02:56:26.240
that's gonna suddenly give us all an answer.
link |
02:56:28.440
I think it's actually quite fascinating to me
link |
02:56:30.520
when people feel they have this objective moral truth,
link |
02:56:32.600
they're so sure in their opinions,
link |
02:56:34.600
this is what we do, we should go hurt them or help them
link |
02:56:37.800
or kill them or rescue them or whatever, right?
link |
02:56:41.080
There's all these kind of very situational specific
link |
02:56:44.320
kind of like, this is the right thing to do,
link |
02:56:46.560
the objective moral truth told me that this is it.
link |
02:56:49.960
But maybe there's a definitive truth
link |
02:56:51.960
that we can arrive towards sort of a consensus
link |
02:56:56.360
of what that is within the little local pocket
link |
02:56:59.640
of society that you're in.
link |
02:57:01.400
Yeah, that's the point.
link |
02:57:02.240
That's what happens.
link |
02:57:03.080
People just then mislabel it
link |
02:57:04.360
and they go like objective moral truth.
link |
02:57:06.520
This is not our idea.
link |
02:57:09.280
This is coming up from on high here.
link |
02:57:10.760
This is the objective moral truth that,
link |
02:57:15.240
I think exists in some metaphysical form somewhere.
link |
02:57:18.640
And then you build a building with marble and it's big
link |
02:57:21.160
and usually what happens.
link |
02:57:22.840
And then you convince yourself
link |
02:57:23.920
that that building represents.
link |
02:57:24.760
I think those people actually,
link |
02:57:26.440
the people who build those buildings
link |
02:57:27.920
probably understand that there is no metaphysical objective.
link |
02:57:30.280
They're just like, we're all just coming to consensus.
link |
02:57:32.640
I'm gonna build the biggest building and you're like me
link |
02:57:34.280
and that's what we're gonna do, right?
link |
02:57:35.800
They just look at it that way probably.
link |
02:57:37.960
I think what ends up happening with all these values is,
link |
02:57:43.240
yeah, people should determine that for themselves.
link |
02:57:45.000
I agree that there's a second order question here
link |
02:57:47.200
of what is the best body of work to work on.
link |
02:57:51.480
Personally, I think that's probably a mix
link |
02:57:53.480
of what could you realistically achieve?
link |
02:57:57.280
Is that gonna have an impact on society
link |
02:57:59.040
that you feel good about?
link |
02:58:00.160
Yeah. Right?
link |
02:58:01.480
So these are probably the two aspects of this question
link |
02:58:04.680
and is this gonna have a good impact on society
link |
02:58:07.080
that you feel good about?
link |
02:58:08.120
Obviously very subjective, right?
link |
02:58:09.760
Some people save animals, some people save forests.
link |
02:58:13.200
We and I are creating this system of economic fairness
link |
02:58:17.640
and transparency.
link |
02:58:19.120
I feel that I'm in a good position to enable that.
link |
02:58:22.920
I feel that I have a good chance of succeeding at that.
link |
02:58:25.680
And I think that the impact will be quite meaningful
link |
02:58:29.080
for a large number of people.
link |
02:58:30.720
And so I'm completely happy to look back
link |
02:58:34.120
once I made it and see a body of work that achieved that
link |
02:58:37.360
and be very proud of that, right?
link |
02:58:38.520
Because I think that's what I'll be doing
link |
02:58:40.440
when I'm looking back.
link |
02:58:42.120
Well, I agree with you.
link |
02:58:43.040
The scale of impact as a hybrid smart contracts,
link |
02:58:48.400
this whole idea that you're working on
link |
02:58:50.760
has a potential to transform the world for the better
link |
02:58:55.360
at a scale that I can't even imagine.
link |
02:59:00.800
So speaking of which means even more
link |
02:59:03.720
that you would waste so many hours
link |
02:59:05.880
of that exciting life with me.
link |
02:59:07.520
Thank you so much for talking to me, Sergei.
link |
02:59:09.160
This is a really fascinating conversation,
link |
02:59:11.320
a really fascinating space, and I can't wait to learn more.
link |
02:59:14.680
So thank you so much for talking today.
link |
02:59:17.040
Thank you for having me.
link |
02:59:17.880
It's been an absolute pleasure.
link |
02:59:19.980
Thanks for listening to this conversation
link |
02:59:21.560
with Sergei Nazarov.
link |
02:59:22.880
And thank you to Wine Access, Athletic Greens, Magic Spoon,
link |
02:59:27.520
Indeed, and BetterHelp.
link |
02:59:29.800
Check them out in the description to support this podcast.
link |
02:59:33.520
And now let me leave you with some words from Copernicus.
link |
02:59:37.080
To know that we know what we know
link |
02:59:39.560
and to know that we do not know what we do not know,
link |
02:59:43.160
that is true knowledge.
link |
02:59:45.640
Thank you for listening and hope to see you next time.