Jacob: I've been thinking a lot about biofuels lately, just in the context of, “Are soybeans about to have their ethanol moment?” Is renewable diesel for real? You can feel everyone in the United States casting about for an energy alternative.
Where do you think we are with the energy landscape? Because I know that you think that hydrogen is eventually the solution that scales, but there's an awful lot of noise between now and then, and I have trouble parsing through all of it from a futurist perspective.
So maybe help us get the lay of the land for where we're at with the energy transition and how you would give somebody some guardrails to understand these developments.
Garry: Sure. I think it's plausible that we're just at a stage of, “there's a lot of chaos and confusion and everyone is being vocal about their self-interest and their strategy and path forward.”
It's quite possible that very little will change. As typically happens in the industry. But it does feel like the geopolitics are shifting. It does feel like the kind of key technologies of using energy are changing. We can talk about the heat combustion engine versus electric.
Ultimately, I think a lot of it is just noise. I think a lot of it's just people seeing an opportunity, seeing confusion and saying, “Our solution is the future.”
What that could mean is the next few years are a bit about diversification and people trying to erode some market share with their takes on these products.
But outside of geopolitics in Europe, I don't see anything in the short term, the next five years that are really gonna fundamentally change the game. I think you still need to be looking at the 2030’s and 2040’s as a reordering of the energy mix and the energy pie.
Jacob: That's a good dose of sobriety.
It's interesting you say that about Europe. It was one of the things I wanted to ask you about because it seems like they're the ones with the crisis, the United States doesn't have a crisis. There's plenty of oil and natural gas in the United States.
China and some of these other countries have problems too, but they don't have this antagonistic relationship with Russia. And Russia needs customers. It's the Europeans who are saying we don't want to import any more Russian natural gas, we don't want to import any Russian oil, and that's a difficult sort of thing to square if you wanna have energy security. They made it through the last winter, but going forward things will be bad. Have you seen anything in Europe that makes you think that the Europeans are serious about pivoting to a hydrogen economy, or do you think that is also just talk?
I feel like every other week the European Commission has some other announcement about some hydrogen thing that they're doing,
Garry: Yeah. I want to be clear here, I am a true believer when it comes to hydrogen. So listeners understand that I've got a lot of passion and personal reputation on this, but I do genuinely believe that hydrogen is the European story. It is the thing that solves the biggest list of their problems.
Hydrogen can be used for kind of natural gas substitutes or blending with natural gas for industrial use cases. It can be used to meet the needs of transitioning into hydrogen electric trucks. So it just pulls in the past, present, and future as a solution. And they're absolutely serious.
Nobody is gonna start laying down intra-city or long-distance pipelines without consensus, policy support, and a market. Within Europe there are a couple different player dynamics. The demand side is mostly in Germany, followed by the Netherlands.
Then the production side, the countries that I think wanna really play into it are France, Spain, Portugal and then the UK as well. Germany has its own production plans, but they're certainly more of a buyer than a seller at this point, or a producer. So I think that the internal domestic politics are there. Hydrogen is not the only thing when we talk about the future of European energy, but it remains the number one story.
Jacob: I have two ways I can attack that. I guess I'll ask you the two part question and you can decide what order you want to answer it.
Number one - “What else is on the menu for the Europeans?”
Number two - You mentioned the 2030s, 2040s being when all these energy shifts really start to occur, is that true for hydrogen in Europe? If they really went hard at it, '27, '28, we could maybe see it? Could it even be sooner? Because if they can't get it in the next couple of years, they're gonna have to have some other alternative. Maybe it's just LNG and they just steal all the LNG from the rest of the developing world because they can pay more for it.
Garry: So oof, you ended with my answer. The near term is LNG. They wanna be able to draw as much LNG, particularly from the United States, as they can because it provides the near term solution. And I find it hard to believe that those LNG relationships and contracts will end after a short window. I think that they will probably continue. I think LNG is a healthy part of that mix in Europe.
Hydrogen opens up new geopolitical relationships, though. France, Italy, Germany are now working across Africa with nations that have a high potential in either solar or wind without significant domestic demand. They want these countries to build dedicated solar and wind farms to split water into hydrogen and oxygen, and then sell the hydrogen to Europe.
They're really starting to look at ways of finding eager producers of green hydrogen that they can rely on for decades to come. So, I think that it's really looking at who are the utility companies based in Europe? Who are they building partnerships with around the world? That's where you're gonna find signals of the future.
Jacob: It's interesting to watch the EU-MERCOSUR free trade deal, which has been on the rocks for a while because France is concerned about agricultural competition from Brazil, but could be incredibly fruitful for both parties down the line. Chile is this other sleeping giant in the hydrogen space. But forgive a dumb question, If you're producing green hydrogen in Namibia or Chile or something like that, how do you get it from there into the European market? What does that transfer look like?
Garry: Yeah, so it is, the upside is that hydrogen is a molecule, it is functionally a fuel, so it's a commodity.
You can make it ship it anywhere in the world. How we're gonna get it across oceans is up for debate right now. We are looking at a couple different future pathways. One is converting hydrogen into ammonia, so that's nitrogen, and then three parts hydrogen. Ammonia is a widely handled and understood industrial compound and shipping it like LNG, it's easy, right?
So ammonia is probably the pathway that I think will gain favored status in the short to medium term for long term investments.
And then there are people that are just looking to compress it as a gas. Or cryogenically, freeze it as a liquid. So a couple different pathways.
I don't think anyone is gonna place all their bets on one particular format, but the marine shipping industry is already building out large ships and recreating infrastructure just like they did with LNG.
Jacob: The first country that really needed LNG was Japan. They were importing LNG before it was sexy. So to your point, is Japan on the forefront of these hydrogen plans?
Garry: Yeah, absolutely. This gets granular and moves into “who has the ship?” But there are a couple kinds of compressed-gas ship solution providers out there. Japan and Australia are working on an ammonia transfer solution right now, some cryo liquid, but I think that ammonia's gonna be the Australia to Asia vector.
Jacob: If you're wrong about hydrogen, why do you think you would be wrong? Like, what would be the thing that would break your thesis on hydrogen?
Garry: It's hard to say cuz if hydrogen doesn't win, it's gonna have to lose in the vehicle electrification debate. So for trucks and ships and rail and passenger cars. The kind of lithium battery mineral solution would have to win. That's a very tall ask, but it could happen, you could just have policy makers in Europe and Americas and Asia, just say, “Look, we're gonna push battery minerals, pure electrification, and take out hydrogen as an option.”
If hydrogen is gonna lose in the industrial pathway, it's probably gonna be from a bio-solution, some sort of renewable fuels or a biofuels pathway. That assumption is that traditional hydrocarbons are gonna just keep getting pushed to the side with policy and over a three or four decade time period get regulated out of existence.
Jacob: We're really only talking about the West, though, right?
China definitely has plans for how it wants to be green, but in the meantime, they’re importing as much coal and oil as they can get their hands on. There's not this sort of disjuncture between where they want to go and where they are. Correct?
Garry: Yeah, correct. And Asia has always been a very isolated part of the energy conversation. Asia has never really been a part of it on a global scale. China in particular has produced solar panels, but they've never really taken the reins and had a strong regional sense of their own destiny.
And that could change. There could be some geographical constraints that keep that from happening. But Asia will always be, or at least has been, a recipient of other energy policy makers.
Jacob: Let's stay on this for a little bit longer before we go away. I'm hearing a lot about biofuels, a lot of excitement about biofuels, and when you compare the price of oil over the past 200 years to the price of, say different grains like corn or soybeans or things like that, we have been able to drive down the cost of like grains phenomenally over centuries. We haven't been able to do that with oil.
That probably has more to do with the geopolitics and cartels and all the things that are out there setting the price of oil on grand markets. I'm guessing that you're not moved by the idea that, “Hey, Brazil is putting out the size of Texas in terms of extra soybean production every year right now, and they want to grow even more grains.” Why don't we use some of this stuff to try and use renewable fuels to bridge the future?
You mentioned Germany, I feel like I hear nothing from Germany except “e-fuels this” and “our car industry that,” and “we have to save the car industry and German exports.” So help me make sense of the broad sunlit uplands you're seeing for hydrogen in the 2030s.
Garry: Yeah first, just on the oil market. It's like being in a bad relationship and you just don't know what to do. We put up with the price of oil goes through the roof every few years.
It's really just a kind of an incumbent legacy dynamic, right? When you look at biofuels, the historical case was always that it was a drop-in solution, right? It's just a chain of molecules that is close to oil or diesel.
We drop it into existing infrastructure. It fits what we need in terms of reduction at GHGs, the challenges with biofuels have not really gone away. And if you look at the industry as a whole, it remains tightly coupled to just regulation and targeted production settings.
If the United States says we need hundred million units or 200 million units, that is what the market is gonna produce. We don't see within the biofuels world natural incentives for players to just push through that wall and say, “I'm not just producing for the government targets, I'm producing for a market that's gonna expand so I’ll move past those targets.”
If there were those natural incentives you would probably be a little bit more bullish on biofuels. But it’s really just wherever you set the marker, the producers are gonna hit it.
Biofuels are just gonna be hard to shake. The activist attacks of food versus fuel, is a powerful one. Like there, there are solutions out there, but the perception is always gonna be you are taking away farmland to produce fuel.
Jacob: I think you just hit it on the achilles heel. I have this great map that shows you all the land that's being used for farming crops that are eaten versus farmland that's used for energy production. The energy production ones are purple and the food is green. There's way more purple on that map than you might have thought.
And it's why I have been relatively reluctant to embrace biofuels. There are people out there saying that we're gonna have global famine and that billions of people are gonna die because we're gonna run out of food. I'm not dismissing how hard it will be, and you may have parts of the world looking at Somalia right now that are really gonna get screwed.
I think part of it has to do with the global food system just being broken. Farmers can't get what their crops are worth or can't get enough from growing their crops in order to make a living for themselves. But the government doesn't wanna set food prices because that gets into a whole weird thing.
So they’ll probably say we can grow energy and we will set the limits here. I think you're right that's a difficult achilles heel for the industry. But it's also in some ways their strength, cuz it means they're tied to the government. It means that you know that they have those connections and are gonna push the government to say, “Hey, if you go away from biofuels, you're not just screwing the oil companies, you're screwing the farmers and you're screwing the heartland.”
Garry: I think my forecast with biofuels is that it’s just a steady state, right? It will continue to grow. Grow slowly. It will have a future. But its future is intimately tied to the combustion engine, the heat engine. And the politics of food, like you said.
Jacob: Tell me where you are with nuclear in general as a futurist, and where is it in that energy mix out to the 2030s? Do you see developments there that are really promising?
Do you think it doesn't scale? Are the politics of it in the West just not gonna work? Give me your 50,000 foot answer on where nuclear is heading.
Garry: You know, there's two sides of the nuclear story. First, just in the kind of conventional sense, there's whispers and small group chatter of a Renaissance, we finally had in the United States regulatory approval for, a new kind of more modular reactor.
There are anecdotes and some evidence of private sector funding starting to go into nuclear. I think it is a critical piece of the energy future. It's just gonna take, I think, more of an Apollo investment model of committing, " 10 years we're gonna do this percentage" and it would have to be around new architecture.
And then, I'm gonna, again, I'm a true believer here- nuclear to hydrogen is a very compelling story, because arguably molecules are a more profitable business. And a nuclear power plant is high capacity, so you can run it to its peak for a long time. But nuclear can be challenged in its integration with renewables because it's difficult to ramp up, ramp down.
And now, the United States is looking seriously at integration of electrolyzers. So you can just keep those nuclear plants running at full capacity, and whatever they're not pumping out into the grid, they convert into hydrogen, put it into a pipeline and send it along. So I think nuclear is strong that way.
I do think that there will be a renaissance. The challenge is gonna be finding Gen-Z and Millenials and Gen Xers to lead the way. Because if you look at the talent, people that know the industry, they're mostly boomers. And we don't have the human talent, right? Korea is where that talent is these days.
Then on the further reaches of advanced technologies. All the eggs are in one architecture in France and if it's gonna do anything and bring a real solution that's probably in the 2040s, fifties.
I'm not an expert in the different model that we just had in the United States, but it's probably a 2040s, 50's thing, which is fine! We're gonna keep on doubling energy. I don't wanna dismiss it, you can embrace things that have payouts in 20, 30 years.
Jacob: Yeah. But I think the point you made about the human capital aspect is so critical. It's something we've talked about on this podcast in lots of different ways. We’re big fans of nuclear energy here, but I don’t think we have the human talent. When you look at where new nuclear reactors are being built, they’re popping up in China, in India, in Korea to a lesser extent. Japan has its own kind of weirdness with nuclear after Fukushima in general.
We just don't have the human talent in the US. I think Millennials and Gen Z are totally cool with nuclear power. They don't have the sort of memory of, maybe they saw Chernobyl on HBO, but they weren't alive for it. They don't remember Three Mile Island. These are all trivia questions for them, so they don't have that hostility towards it. But. I don't know. We don't have the expertise here to do anything with it.
Garry: Yeah. I think it would require a kind of a top-down vision and commitment of resources.
Jacob: Yeah. Okay. Moving a little bit further outfield, do you want to talk about Crypto?
Garry: Yeah, we can talk crypto.
Jacob: It was probably years ago that you came on and we were talking about Cardano, I was using you as a soundboard for getting to know the crypto industry. A lot has happened since then,so where do you think we are right now?
Garry: Yeah where are we coming from? So crypto is, let's say it's about 15 years old, right? Since the emergence of Bitcoin.
Jacob: It's an adolescent.
Garry: Yeah, it is. And let's say that there is a strong case that large kind of technology platforms mature over 40 year cycles, right? It takes about 40 years for things to really mature. Crypto is absolutely an adolescence stage. Where we're coming from in this current cycle is the bull run of post covid stimulus, right?
We all remember people are sitting at home, some, most people still working and they get a check or they're not spending as much money and crypto finds its legs and everyone buys in. And then what do you know? The industry's institutional supporters are not convinced, so it's not sustainable, then we crash and Russia throws an extra wrench into the gears.
But crypto for me is still on. It's slow and steady. March forward, the case for crypto is to decentralize assets. Identity and governance. So crypto is about the development of new infrastructure for us to create cryptographically secure digital assets. Don't think USD, think loyalty points.
Think loyalty points for your favorite brand. Think assets like your mortgage. Creating new mortgage liquidity pools. The crypto asset story is the throwing of the US dollar. It's the securitization and the financialization of digital assets. And I think that will happen.
I think that the next phase is gonna be about enterprise loyalty points. Companies are gonna start to have their own cryptocurrencies and that will not be as much of a threat to the US regulators as the idea of Bitcoin trying to throw in the dollar or gold. But it is the next wave.
And then very quickly the decentralization of identity. This is this notion of individuals being able to control their identity. When someone wants access to your identity, you can grant them specific access to what fields in the form they pull from. So if healthcare providers or your bank, or whoever wants to know information about you, you can selectively control what they see. Nobody is asking for identity wallets, just like nobody was asking for a social media profile page, but I do think that identity linked data is an enormous problem to solve, and I think crypto and blockchain can deliver.
So I'm very bullish on the next five to 10 years on digital identity. And then the final thing is governance. This is the ability to use blockchain and cryptocurrency to bring more transparency, accountability and automation to decision making. So governance tools that shine the light on how organizations are run will find adoption.
I think crypto needs to decouple from the narrative that the only thing crypto is good for is to dethrone fiat currencies. Once we start seeing the utility of crypto beyond that, I think you'll start to see growth. But I don't see a bull market coming until '24 or '25.
So we're still a little bit away.
Jacob: Let me push on that a little bit because it feels like in some ways you're talking about two different things. Cuz when you start talking about the decentralization of assets, identity and governance, I'm nodding.
I'm like, yes, that makes sense. Check. But then we immediately go to “bull market” crypto again. It’s back to the fiat narrative.
I could imagine those go to zero and all the things that you talked about in terms of blockchain and crypto and all that other stuff still happens. So like what is the relationship between that? I wanna live in the future that you're talking about.
Where I have control over my digital identity versus in practice, instead of governance, where we get Sam Bankman-Fried. Instead of identity wallets, we get Dogecoin.
Garry: There's just a lot of terrible players in the space. Look, if you went back to the early automobile, like how many terrible shops were building unsafe cars, it's just every single new industry will have grifters and thieves.
Let me kinda just pause for a second here and talk about the philosophical debate of “crypto is the decoupling of state government from currency or value.” I can understand why countries should control monetary policy and I can also understand why, in the long run, just like we decoupled religion from the government, that we do want to decouple currency, but that's not gonna happen anytime soon.
We are not going to have a social contract revolution where we take away the state's control over money when crypto is such a mess. Crypto people have to own that, right? The idea of getting rich quick from crypto has to go away, but you can't wish it out of existence.
Like, what are you gonna tell people? Don't buy this coin. We don't have control over people's desires to get rich quickly. but I do think that large liquidity pools will emerge around Bitcoin, Ethereum, Cardano, because the settlement of those assets will occur.
So if you start to see, Amazon builds a Cardano-based cryptocurrency, not their own private one, but built using a proven tech because they want liquidity. So they make a large pool. Nike, Whole Foods, all these companies will start to build out their own cryptocurrencies.
They wanted liquidity across other brand loyalty points, they didn't want their own. So I do think that the value of those coins will go up, but they shouldn't go up like a ladder. It should just be very slow going. But that's wishful thinking cuz you can't stop people from being greedy.
Jacob: Unless you're in China where you can say, you may now not own Bitcoin.
Garry: So I don't know. We'll see. But I do believe in it. I do believe in crypto, we're just in the beginning stages.
Jacob: How does that shift happen though? If Delta says SkyMiles is now on a blockchain or something like that, is that Delta building its own blockchain backed, like loyalty program? And then it goes on in an Ethereum network or...
Garry: Yeah, so this is the stage of enterprise crypto, right? So you have you onboard hundreds of thousands, millions of people overnight.
I don't think that these large companies are going to create their own blockchains. They might create what are called side chains but they're not in the business of creating cryptocurrencies, right? They will likely join one of the large platforms, and I would say Ethereum, Cardano, Avalanche, Polkadot, who knows, because of the liquidity.
Delta will want its programmable currency to be interchangeable with Kelloggs and Kraft’s, or Hilton. They will want that interoperability. They don't want to be in the business of creating their own blockchain right now. Do they know that now? Once they get through a couple of meetings, I think that the leaders will understand the benefits of being a part of a broader liquidity pool.
Jacob: Yeah. You can see brands starting to do this, Uber Cash for instance.
Like, why do I need this Uber Cash thing? But it is what you're talking about in a very, unsophisticated way, right?
Garry: Yeah, it's the use cases, the programmability. And what crypto does is it allows you to program in rewards or disincentives based off of behaviors and decisions. So if I can incentivize my customers to do certain things that are good for my business, why would I not?
And where does this start? It's probably not with Delta or Hilton. It's probably with Mr. Beast. . . So my kids right now are going through this drink called Prime. Have you heard of Prime? You're an old man.
Jacob: I was born an old man, Gary.
Garry: So Prime is by a YouTuber named Logan Paul. And the boxer created this drink called Prime, and it's just water with vitamins and minerals. That’s all it is.
They are selling out and they're really hard to get. I tell my kids they're intentionally having low production, so the product will sell out, so everyone will want it. It's just the Beanie Babies or Cabbage Patch kids. They include a cryptocurrency NFT to reward the people that buy Prime, and then when the new batch comes out, you show your NFT that shows you bought it last time, and you get first dibs. And that's coming from creators. Not from a big corporation. So I think the creator economy is probably where this starts to emerge.
Jacob: It sounds like I need to create my own sparkling water brand, SHA water or something. And we can issue tokens and, I can see it, I can see my empire building in front of me.
Before I let you leave crypto, you talked about the geography of energy and I was wondering, is there a similar conversation about crypto in general? Because El Salvador has made waves about using Bitcoin, but I think that has a lot more to do with the state capture of capital flows and dependence on the dollar.
Are there any countries that have that mix between “Enough rule of law, enough institutional integrity” plus a need for the types of things that you're talking about where you get a center of gravity? Or is it really just diffuse and decentralized and it's its own e-geography in a digital world?
Garry: It's its own geography and right now all eyes are on the United States. All eyes are on, “what is Gary Gensler gonna do with crypto?” Good and bad, whether we like it or not, we need regulatory certainty. And then most likely the world's regulators will follow what the US does.
Maybe a little harsher, to make it a little easier to distinguish their market. But we're waiting on the US. There are a few places that you would perceive to be pro crypto with regulations or they don't tax for crypto earnings, but even that goes away.
Portugal is one that pulled back, Puerto Rico did it, and then they're like, oh, we don't want these people coming here as much. So it's surface level. It's all eyes on the United States right now, and they're going for exchanges, right? So Sam Bankman-Fried.
That was a centralized corruption play. It had nothing to do with crypto, but from the perspective of my mom and dad, it was a crypto scam.
Jacob: It's so poetic that he took the one thing that is supposed to lead to decentralization, centralized it, and then ran a fraud off of it.
Garry: Yeah. So that was a centralized play.
Jacob: In some ways, like Sam Bankman Fried is the shining example for why you could use blockchain for governance. Because if you could actually program the thing in such a way that somebody can't monkey around with it,, then you won't have Sam Bankman Fried.
It's a way to try and insulate yourself from the grifters. I consider myself an optimist, but that's even a bridge too far for me. The cynic in me is like, they'll find a way to break it. Like, or whoever it is, like there'll be some back alley switch that I won't know about, and then all my money will be lost.
Garry: Yeah, it could be right. But as a result of the entire FTX debacle, they're going to exchanges and regulation around exchanges is the first wave, and then after that, it's likely to be wallets. People hold their crypto in a wallet. We're still some time away, but I still believe in Cardano.
I still believe in Ergo. I still believe that a few of these projects will shine more brightly than others.
Jacob: I'm dangerous when it comes to energy. I know something about crypto.
I really don't know much about AI, or GPT in particular. So what is GPT and why should I care?
Garry: So, chatGPT is the product, right? It's the MySpace. That is, what's called a large language model, in the world of generative AI.
So let's just pause for a second. AI, when it got its wings a few years ago, mostly through IBM Watson and things like that, was a big data analytical play. The function of AI was to see large volumes of information and data and basically find patterns, find outliers. AI was analytics.
It interpreted things and spit out an output. Generative AI is the use of AI to create something that doesn't exist, to create something entirely new. So we can have generative AI for text. So, chatGPT is a text output product where you can type in, write me a poem about, Jacob and Gary walking around the streets of New Orleans, with their dog. Write me a song about something. Whatever it is, you're generating something new. Write me a healthcare plan. Write me a plan to lose 10 pounds. What is the difference between renewable diesel and biodiesel?
Ask it questions. Like chatGPT is amazing. It is flawed, and if you choose to find the areas of weakness and focus on what chatGPT is not currently good at, you can get very dismissive of chatGPT. But if you just use it as an everyday person, it blows your mind consistently. It is so good. And what ChatGPT has done is basically taken large corpuses of text and then humans have trained it to make connections.
You say the word Chicago, it's connected to Bulls, White Sox, pizza. You change the prompt, you say Chicago Bulls. Then the new path lights up, Chicago Bulls is connected to Michael Jordan, et cetera. So all it's doing is predicting the next word, and it does it really well.
Then there's generative visual AI’s, Dal-E is an example. Stable Diffusion, MidJourney are other products. I can say “Create me an image of a cowboy riding a horse on the moon,” and seconds later that image appears. There are generative video applications where I can say, “Create me a 30 second video of a mom and her daughter walking through a cornfield talking about the future of ethanol” and it creates the video. I can say, “Create me a conversation between one that exists, Steve Jobs and Joe Rogan,” and then it creates a fake. So generative AI is the story, not chatGPT.
The story is human beings. Having tools that can create things that don't exist, that inspire us, that educate us that challenge different perspectives or it can be used to create propaganda and misinformation. And crappy content, it can be used for both.
Jacob: How long do I have in my career then? Like at what point will you be able to go to generative AI and say, give me a geopolitical analysis of the Vietnamese political transition. Are we that close?
Garry: Oh man, no, but yes. The question is, and this is very, this is a trope, but it's very important. AI is not going to replace humans. AI is going to replace humans that do not work with AI. So geopolitical analysts that work with AI will displace human-only geopolitical strategists. Unless they've got a big YouTube channel and they're just entertainers.
So you are going to be working with AI lawyers, right? Lawyers working with domain specific large language models based on Law and those lawyers will displace lawyers that don't. Doctors that work with medical generative AI will displace those that don't, illustrators too. It's just a future where we will have more of our creative and analytical processes facilitated by AI. That's the narrative. It's not “Humans get replaced.”
Jacob: I see what you mean. Humans who won't adapt, get replaced. At what point do we go from generating a video or a conversation or content to like, “Hey, make me a car.”?
Garry: That's generative, and that’s way ahead. That's generative design. You will have people who say, “ Now, create me a structure that can support 5,000 pounds and the structure is made out of aluminum” and a generative design ends up creating something that no human mind would do. From a novelty perspective, that is probably just a few years away. There will be companies that create generatively designed objects for the real world in 10, 15, 20 years.
So what I think is gonna happen is people are gonna start creating these visuals of like their kitchen being redone or their new bedroom, and it's gonna have beautiful artistic, very high brow form factor. And then the manufacturers are gonna say, this is an opportunity.
Jacob: I can also now see why, I already was with you on the decentralization of identity and identity wallets and things like that. But in a world where AI is producing all of this content out there. It makes sense to me that you would want some kind of marker or symbol that was like, “This came from Jacob Shapiro.” Anything else before we head out?
Garry: We need to begin diving into the regulatory of generative AI soon. The conversations of 2025 will be, “What happens when teenagers start to have relationships with generative AI agents and you hear a story of generative AI that, quote unquote ‘hallucinated and told the kid to do something and led to something horrible.’”?
Regulatory oversight of AI outputs is going to happen. There's gonna be lots of in-the-weeds conversations. And then the final note here is, The end game for all of this is what we call multimodal AI. If the story is not creating an image, creating a video, creating text, the story is if I want to go from image to text to image to image, video to text, it's multi-modal.
So if I want my phone camera to watch me doing yoga, and then have an AI app tell me you know how to change my positions, that's multimodal AI.
Jacob: All right. As I said, I'm a novice here, but as usual with our conversations I gained perspective and also I gained a laundry list of things I need to do homework about. Thank you Garry!
Rethinking wealth
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