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Can the AI Industry Regulate Itself? Stripe Wants PayPal, China Catches Up, NY Bans Datacenters

(0:00) Bestie intros! (1:32) New AI regulatory proposal: DeepMind's Demis Hassabis proposes FINRA-type body (20:01) Stripe, Block, and Advent offer $53B to acquire PayPal (37:51) Apple sues OpenAI, alleging stolen trade secrets (42:49) Grok Build data leak, AI data privacy, Tokenmaxxing update, Mira Murati's new model (59:53) NY bans datacenters, becoming first state to enact a moratorium (1:22:57) Science Corner: New data on reversing aging! Adopt Ronnie the Dog: https://www.instagram.com/reels/Da0pGahBwaW Apply for All-In Summit 2026: https://allin.com/events Follow the besties: https://x.com/chamath https://x.com/Jason https://x.com/DavidSacks https://x.com/friedberg Follow on X: https://x.com/theallinpod Follow on Instagram: https://www.instagram.com/theallinpod Follow on TikTok: https://www.tiktok.com/@theallinpod Follow on LinkedIn: https://www.linkedin.com/company/allinpod Intro Music Credit: https://rb.gy/tppkzl https://x.com/yung_spielburg Intro Video Credit: https://x.com/TheZachEffect Referenced in the show: https://x.com/chamath/status/2077502408528212144 https://x.com/demishassabis/status/2076957440109625718 https://x.com/satyanadella/status/2076323181154230284 https://x.com/Jason/status/2076231055443440105 https://x.com/SquawkCNBC/status/2077741908391031246 https://thinkingmachines.ai/news/introducing-inkling https://www.politico.com/news/2026/07/15/inside-anthropics-state-by-state-plan-to-ratchet-up-ai-rules-00998415 https://x.com/politico/status/2077315780144996633 https://x.com/DavidSacks/status/1978145266269077891 https://www.reuters.com/business/finance/stripe-advent-offer-buy-paypal-more-than-53-billion-sources-say-2026-07-15 https://www.tipranks.com/news/the-fly/block-contributing-to-equity-for-paypal-takeover-bid-cnbc-says-thefly-news https://9to5mac.com/wp-content/uploads/sites/6/2026/07/Apple-Inc.-v.-Liu-et-al.pdf https://finance.yahoo.com/technology/ai/articles/apple-lawsuit-threatens-openais-hardware-215438163.html https://x.com/markgurman/status/2076306380583997665 https://www.engadget.com/2216186/elon-musk-bought-a-gas-turbine-company https://x.com/Reuters/status/2076957424339050839 https://x.com/teddyschleifer/status/2077596563380072694 https://x.com/teddyschleifer/status/2077606887055306879 https://openai.com/index/prc-linked-influence-operations-ai-debates https://www.politico.com/news/2026/06/10/openai-china-ai-data-centers-report-00957612 https://trends.google.com/explore?q=GMO%2C%2Fm%2F0dkz0z&date=2010-01-01%202026-07-15&geo=US https://www.nature.com/articles/s41467-026-75141-2 #allin #tech #news

Jason CalacanishostChamath PalihapitiyahostDavid Friedberghost
Jul 18, 20261h 29mWatch on YouTube ↗

EVERY SPOKEN WORD

  1. 0:001:32

    Bestie intros!

    1. JC

      All right, everybody. Welcome back to the world's greatest podcast, the number one podcast, your favorite podcast, the All-In Podcast. I'm Jason Calacanis, the world's greatest moderator. With me, of course, Chamath Palihapitiya of D1.

    2. CP

      The great, great, great, great, great, great, great, great grandchild, Jason was, of a hooker and a-

    3. JC

      [laughs] You saw that from France?

    4. CP

      ... a prisoner and a purse snatcher.

    5. JC

      [laughs]

    6. DF

      [laughs] Purse snatcher.

    7. CP

      This, this comes from like a history of, uh, France. Some history channel-

    8. JC

      Potato thieves

    9. CP

      ... uh, said they let you out of-

    10. DF

      [laughs]

    11. CP

      This was a, this was the deal in 1719, Sacks. If you're a prisoner in a, in Paris, you were offered your freedom on the condition that you marry a prostitute and move to the great state of Louisiana. What are you saying, Sackst, you taking the deal? It explains a, a certain of your proclivities, J Cal.

    12. JC

      I, I, I thought you were asking me-

    13. CP

      Is all I'm gonna say

    14. JC

      ... me to see if they would extend the rule for you. [laughs]

    15. CP

      No, I'm saying that your great, great, great, great, great, great-grandmother-

    16. JC

      I'm not French

    17. CP

      ... was a hooker.

    18. JC

      I'm Greek. [laughs]

    19. CP

      That's what I'm saying very explicitly. She was a hooker.

    20. JC

      I never, we never spent time in a prison.

    21. DF

      [laughs]

    22. JC

      Also, of course, David Friedberg is here. How you doing, brother?

    23. DF

      Living the dream.

    24. JC

      Yeah?

    25. DF

      It's good to be back. Missed you guys last week. How was Brad? How did he fill in?

    26. JC

      Brad was great. Yeah. Yeah, he was great.

    27. DF

      Trump account victory lap?

    28. JC

      He had a little victory lap. We played Chariots of Fire, and, uh, how was your special time at blank? And your time next week at blank? [laughs]

    29. DF

      Thanks for ha- thanks for having me on your show, J Cal.

  2. 1:3220:01

    New AI regulatory proposal: DeepMind's Demis Hassabis proposes FINRA-type body

    1. JC

      All right, we got a full docket today. Uh, lots of stories. Let's start with, uh, DeepMind's Demis Hassabis just dropped an AI regulation proposal, and it's, um, it's pretty popular with the boys. In an X article, Demis called for a US-led international AI standards body. Proposal is modeled after FINRA, the Financial Industry Regulatory Authority. That's a self-regulatory body, and this would be federally overseen, but industry-funded and run by independent technological experts. Frontier Labs would submit their models 30 days before release, uh, and it would be voluntary initially, then mandatory at some point. The models would be assessed on risk to cybersecurity, national security, biological threats, and other high-risk domains. Benchmarks would be updated quarterly, and the body can coordinate a slowdown in development if the situation demands it. I guess that would be if, uh, there was a cyber risk, et cetera. Looks like, uh, on the positive side, we have Elon, who said it was thoughtful, Sam at OpenAI, Jack Clark at Anthropic, Sundar, Satya, Jack Dorsey from Block, the Collison brothers. So Friedberg, um, uh, Friedberg, your thoughts on-

    2. CP

      Oh, well, way to read it, way to really, uh, put in the effort today. Go ahead, Jason. Good, good to-

    3. JC

      Just pass it to me, Cal. I'll take care of it

    4. CP

      ... France. It's 6:00. Go ahead. Let me, let me, let me do my show reel.

    5. JC

      I mean, what, what do you want me to do? Oh my God, what an incredible topic.

    6. CP

      Give me the mic.

    7. JC

      Sackfr- All right, here. Let me do it. I'll... You want me to do it right? Three, two-

    8. CP

      Some of us actually care about this topic. Let's go

    9. JC

      ... oh. Okay. Yeah, you care about it? Okay, here we go. Three, two. Here's a clip of me calling it on the All-In Podcast first. The whole industry is gonna need to be regulated, and I think the industry needs to regulate themselves. That's the key to this. We need to have a set of tests that Google, Microsoft, Amazon all agree to. Elon, "Hey, these are the things we should test," and they should self-certify each model before asking the government, which doesn't understand the models, to certify them. The industry should have an industry certification-

    10. CP

      Hmm. Hmm

    11. JC

      ... like they do for countless-

    12. CP

      Yes

    13. JC

      ... other things. I've talked about the MPAA and the video game industry. We should just self-certify. It's the simplest thing in the world to do, and then we could release the models ourselves without the government getting involved. Friedberg, would you like to congratulate me on nailing it again? [laughs]

    14. CP

      Well, first of all-

    15. DF

      No

    16. CP

      ... first of all, I thought that Demis' proposal was really smart and thoughtful. Now that I know that you may have shared the same thought-

    17. JC

      [laughs]

    18. CP

      ... I think we should just do something totally different.

    19. JC

      Can't win. I can't win, Sacks. Even when I nail it, I hit a half court shot, Chamath's like, "Move the net. Move the net."

    20. DF

      [laughs] I think it's worth putting a little definition around this proposal, which is to form an SRO, self-regulatory organization, because they're not purely independent. SROs like FINRA and the National Futures Association, they exist in the financial markets, and they were created to allow the financial institutions to set their regulatory rules, how they check each other, how they make sure that everyone is being safe, because they're obviously all trading risk with one another. So the industry doesn't wanna have exposure, and they certainly don't wanna have things get slowed down, 'cause that would make the markets inefficient. So the analogy with AI is pretty appropriate here, which is that there are many players in the industry. They are all trying to progress AI technology, and no one wants to have a single regulatory body that comes in from the government or outside that says, "Here are the tests you guys have to pass with your models in order for them to be appropriate." As we saw in California, when California tried to pass AI legislation, I think it was about a year, a year and a half ago, none of what they wrote even made sense at the time, but fast-forward a year, none of those kind of rules and requirements actually map to the technology of the day. So the purpose of an SRO like FINRA and NFA is they can adjust how tests are being run, who is actually running the test, and make sure the right experts are involved in doing this, independent experts, that is, to do the testing with federal government oversight but not control. So in the case of FINRA, NFA, they report up ultimately to Senate committee and House committee that gives those committees oversight of those governing bodies that are supposed to be doing the work to make sure that they're doing their friggin' jobs. So the SRO concept would be that experts could be brought in ... from industry that know how to assess mo- models for things like cyber risk, for things like bio risk, for things like weapons risk, social manipulation, et cetera, et cetera. That independent body can get voted on, can get changed over time, and because they actually have expertise in running software valves and running tests like this, they can operate at a faster pace than setting up a new government agency. So it's, it's kind of a very elegant solution, and I think it's why everyone, to your point, J Cal, and I, I'll say this is right, the industry recognizes that there needs to be some degree of oversight and checkpoints here, and I think that this could actually solve that problem. So that's why I think everyone's kind of climbing on board with it because it doesn't actually hand stuff over to the government. It says, "Hey, we're gonna get the right people to, to take a look at these things," and the government is gonna have oversight ultimately.

    21. JC

      Did Anthropic and OpenAI have a point of view?

    22. DF

      They both signed up to it. I don't think Dario directly, but, uh, Dario's president gave his thumbs up, and then I think Sam gave his thumbs up.

    23. JC

      Which means they're on board. Sacks, is this the best of the, uh, possibilities in your mind? Uh, is the industry regulating itself after they have now provoked [chuckles] governments around the world-

    24. DS

      Right

    25. JC

      ... to be so concerned about this issue?

    26. DS

      Yeah, and I, you know, I talked to Demis about this, and this may surprise people, but I told him that I could potentially get on board with this, speaking just for myself, not on behalf of anyone in the government, because I thought that an SRO, again, a self-regulatory approach, would be infinitely better than creating a new government agency that I think would rapidly become a DMV for AI.

    27. JC

      If-

    28. DS

      Dario calls it an FAA for AI. The government does not have the expertise to evaluate AI models. The criteria are changing too rapidly. You're gonna very rapidly end up with a queue where all the models would be waiting to get tested, and it would start with a month-long delay, would end up being many months, and we would just lose the AI race. So I think an SRO approach would be infinitely better than that if it was done right. And I outlined for Demis five criteria or conditions that I thought were really important to, in order to make this work, and if I could, I'll just-

    29. JC

      Yeah, walk through it

    30. DS

      ... run through them.

  3. 20:0137:51

    Stripe, Block, and Advent offer $53B to acquire PayPal

    1. JC

      here. Stripe, which is still a private company, much to the chagrin [laughs] of many of the shareholders, I think, uh, now as they go into-

    2. DS

      On this pod

    3. JC

      ... their second day. [laughs]

    4. DS

      [laughs]

    5. JC

      Yes. [laughs] I mean, I'm in a, I'm in a couple of funds that have large positions. Like, go public, boys. They are bidding, bidding $53B for your alma mater, David Sacks, PayPal, which is a public company. Stripe and the private equity fund Advent are jointly offering to acquire PayPal for about 60 bucks a share, which is a small premium. Most people think it'll go for more like $70 a share. PayPal stock jumped on the news, obviously, and-

    6. DS

      Were you able to get to the bottom of this, that was it just Stripe and Advent? Because then somebody else-

    7. JC

      No, no. We're about to get to it

    8. DS

      ... reported that it was also Block.

    9. JC

      Yes, Block is coming in as well.

    10. DS

      It's so confusing. Every other media source is like, they're all over the place on this.

    11. JC

      Yeah, no. It's, I think it's because it was a breaking story, and maybe they were trying to keep it quiet.

    12. DS

      It's a huge deal, though, if, if Block is a part of it versus if they're not, I think.

    13. JC

      Yes. And Block, formerly known as Square, is Jack Dorsey's, uh, payment company, one of the few entrepreneurs to ever create, uh, two decacorns in our industry. And, uh, they're contributing $17B in equity in the combined offer. How they, um, chop up what's inside of PayPal would be the big question. Obviously, they own, you know, a, a number of different brands, including Venmo, in addition to PayPal. That might go really well with the, I'm just taking a guess here, with the Block assets. Stripe owns Bridge. That's their stablecoin infrastructure company they acquired for a billion dollars in 2025. PayPal has PSIUSD, which is already in circulation. That's their stablecoin. So stablecoins are part of this. But the biggest thing is PayPal is still a juggernaut, Sacks. 439 million consumer accounts. You did something right there 25 years ago. [laughs] It still stood the test of time.

    14. DS

      I know. It's kind of amazing. It really is.

    15. JC

      Isn't it amazing that it's still that strong? Yeah. It's weird when brands keep going [laughs] for that long.

    16. DS

      But the problem is that the product is getting very long in the tooth. I think it's only growing 7% a year, which is a lot on the base that, you know, it's grown to.

    17. JC

      It's a big base. Yeah.

    18. DS

      It's a big base. But the product has become somewhat obsolete, and in a way, it's a legacy product. I'd be curious to hear from the Stripe guys how they would fix that, because I think that's a very hard problem to fix. Maybe they wouldn't. Maybe they would just run it more efficiently and kind of milk it for all it's worth. I think there's a different question.

    19. JC

      Kind of do a private equity play.

    20. DS

      The different question-

    21. JC

      What's the different question?

    22. DS

      I think that the interesting question to ask is what is the only kind of baby that Advent and Stripe and Block could have together? And I think there's one, which is you are creating a competitor to Visa and MasterCard.

    23. JC

      Hmm.

    24. DS

      Because you now have upwards of 600 or 700 million accounts. You have massive stablecoin infrastructure. You have all of the risk management infrastructure that Stripe has built over the last 15 or 20 years. The big critique of Stripe's business model early on was they had to build so many value-added services because everybody always thought the take that they could make as a middleman sitting on top of the traditional rails would effectually get competed away. Now, to their credit, they've done such a good job that that hasn't happened. But I think what it means now is you can vertically integrate and go soup to nuts. That is probably the most obvious thing to make out of it so that now Stripe gets access to an ultra-low-cost set of payment rails, literally, like, to zero, brings it everywhere all over the world. So does Block. Advent can pour money into it. So it's quite powerful if it comes together.

    25. JC

      Friedberg, what does this say about private market companies at scale, and Stripe potentially never going public? I mean, how does a private equity firm get their return on this investment in two, three, four years? Do they wind up selling more of it to Stripe? Uh, what, what are your thoughts here on the structure and capital market implications here?

    26. DF

      I think there's gonna be more of these kinds of deals. If you look at Ryan Cohen's bid for eBay, I think it's probably a second dot on a line that I think is emerging, which is folks that are, call it AI native, are looking at, call it first generation digital native businesses that have become mature and old and stale and aren't run by the founders anymore, and have not yet realized the opportunities with AI, have not yet realized their potential, are overspending in a lot of ways. And when you take a look at those businesses as a modern day AI operator, you're like, "What the hell? This thing is so under, uh, utilized." They're not using their network well, they're not operating well, they're overspending, they're not using AI well, and there's a set of opportunities that become quite obvious. And I think the capital markets, as we've seen with, like, Josh Kushner's roll-up of accounting firms, and General Catalyst has a project like this, where you can kind of use capital to go buy, you know, in those cases, traditional services businesses and AI-ify them. I think this is part of a line of maybe looking at traditional digital businesses and AI-ifying them, and there's a long list of these. There's a couple dozen of them. So I think if you looked at the public markets and you said, "Hey, where are all these kind of software companies, network businesses that emerged in the early part of the internet, or even in the more recent part of the internet, aren't run by their founders anymore, have stalled out?" There's a massive opportunity. Now, the question as a capital provider is who do you partner with to go and execute that operational revival of that business? You're not gonna go hire some McKinsey consultant to do that work for you. It's gotta be the best of the best. It's gotta be the right players in the business. So I think Ryan Cohen has proved his mettle, obviously, with some of the things that he's done with Chewy and GameStop, and that's obviously debatable. I spent some time interviewing him to understand his, his processes.

    27. JC

      This was on the All-In interview program. You can go to our channel and find it there. It's last month.

    28. DF

      Thanks for the plug.

    29. JC

      Yeah.

    30. DF

      And obviously when it comes to payments, who better than Stripe?

  4. 37:5142:49

    Apple sues OpenAI, alleging stolen trade secrets

    1. CP

      won't [beep] this one up.

    2. JC

      All right, let's get to the next topic. Somebody else is suing OpenAI. This time, it's Apple. On July 10th, Apple filed a 41-page lawsuit against OpenAI over alleged, alleged stolen trade secrets. Apple says OpenAI stole their IP to develop their consumer hardware device. Remember, we had, um, Sarah Friar at Liquidity, and I, uh, probed her on this new device, and she said it was very human and lovable. She gave us a little bit of the goods. Well, it turns out Apple is alleging that maybe this is partially their IP. Tang Tan, Apple's former VP of iPhone design, is OpenAI's chief hardware officer. He allegedly [laughs] directed Apple job candidates interviewing at OpenAI to bring, quote, "actual parts to interviews" to, quote, "show and tell" [laughs] in the interviews. Chang Liu, former, uh, Apple senior technical engineer, sent this text message to a still employed Apple colleague, quote, "LOL. I found out I can access the network storage. So funny." During all of this, OpenAI has poached over 400 Apple employees over the last-

    3. CP

      Wow

    4. JC

      ... year or two. Big numbers of poaching. Apple and Tim Cook have seen enough, Chamath. Tim Cook green-lit this. As insane as this is, Sam Altman has found a way, found a way to screw yet another party. Screwed Elon, his first benefactor. Chamath, if you remember correctly, the default for iPhone AI was supposed to be ChatGPT. So they took this relationship, Sam took this relationship where he got to be the default on the most important platform for AI, the iPhone, and now it's wound up in a massive lawsuit. What are your thoughts on this?

    5. CP

      I haven't really seen Apple act very litigiously in 25 years in Silicon Valley. So that's obviously a concerning data point for OpenAI. They're very reactive more than they are proactive on these things. So there must have been something that really, really upset them.

    6. JC

      Egregious, yeah.

    7. CP

      So I don't know. It's gonna take a court to sort this out. I don't really wanna gossip because, like, who knows what's actually going on and who said what and blah, blah, blah. But nobody should be stealing things from their former employer. Nobody.

    8. JC

      Obvious.

    9. CP

      You're just not allowed. It's just obvious. These people are very, very smart, and they're very successful, and, you know, that's why OpenAI probably wanted them, and that's why they wanted them. You know? And you come to them with the collective wisdom of what you've accumulated, and I think that's sufficient. You don't need to, especially as a senior person, do this. So I just hope that this stuff isn't true. Because I think, I don't think that Sam or Sarah or anybody else there are trying to induce this to happen. They're, I don't think so.

    10. JC

      Yeah, I doubt they induced it, but I do believe that it's true, or Apple wouldn't have brought it. Sacks, when we look at this, maybe you could open the, um, aperture here if you want, or you can just go very detailed, but the nature of we have a free market, we don't have non-competes in California, generally speaking. You can just employment at will, go where you want. But we have had instances, you know, Waymo famously, uh, you know, brought some IP to Uber. When they did, Travis and the team said, "Leave the building. Your job is rescinded. You don't get to bring that information here." In this case, it seems maybe they didn't induce it, but it occurred for some period of time. So take us through big picture what you think is going on here and what it means for the industry.

    11. DS

      Well, like Chamath said, I have no idea what's going on here. I mean, these, this is a lawsuit. The facts are all alleged. We don't know. It's gonna be adjudicated, so I really don't wanna opine on what happened here. But if people wanna know, a very simple rule of thumb for how to avoid these types of disputes is just when an employee leaves their previous company and joins the new company, just don't take anything with you. The only thing you can bring to your new job is what's in your head. That's it.

    12. JC

      Your memories. [laughs]

    13. DS

      Your memories. That's fine.

    14. JC

      Yeah.

    15. DS

      Whatever's in your head, you're allowed to take, but never leave with-

    16. JC

      Never

    17. DS

      ... anything else.

    18. JC

      No thumb drives.

    19. DS

      Never.

    20. CP

      Ever.

    21. JC

      No CD-ROMs.

    22. DS

      No thumb drives, no documents, no nothing. Just-

    23. JC

      Zip

    24. DS

      ... what's in your head-

    25. JC

      zilch

    26. DS

      ... is okay.

    27. JC

      nada.

    28. DS

      But that's it.

    29. JC

      Friedberg, any thoughts here on just the Number of lawsuits that seem to be piling up over at OpenAI. Bad luck?

    30. CP

      Couple dots make a line, I guess.

  5. 42:4959:53

    Grok Build data leak, AI data privacy, Tokenmaxxing update, Mira Murati's new model

    1. JC

      SpaceX had a data leak this week. They launched Grok Build in public beta at the end of May. The newest coding model, Grok 4.5, powers Grok Build. I've been playing with it. It's extraordinary. It's a coding tool that works inside of Cursor. Uh, SpaceX previously told users, Chamath, "Nothing from your code base is transmitted to XAI servers during a session." But what actually was happening is every time a developer, or according to reports, used Grok Build, the tool was sending their entire code base to SpaceX cloud servers withou- without alerting the users. Not just the files that were needed to do that specific coding task, just everything. Passwords, API keys could've got pulled up there, all the, uh, change logs, et cetera. Uh, the privacy setting was supposed to stop this, but it didn't work. SpaceX quietly disabled the upload on July 13th by flipping a switch on their servers. Elon Musk, friend of the pod, promised on X that all previously uploaded data has been deleted, I guess. Uh, and in, in response, SpaceX open-sourced Grok Build. That's their harness, so that's another open source win or win for the open source community and AI sovereignty. You got any kind of thoughts on this? Obviously, this was not intentional, but trust is important, uh, with these models, as we've been talking about for the last couple of months here on the All-In Podcast.

    2. CP

      I would actually connect this to my comments on CNBC earlier this week, which built on top of Alex Karp's comments the week before. Privacy in AI is very fragile, and it's very brittle, and this is despite the best efforts of great businesses like, you know, you may not like Elon for personality quirks, but he is incredibly trustworthy. He's overly transparent, and so to their credit, they shut it off immediately. But my takeaway is that there are all kinds of non-obvious data leak vectors lurking in AI. And so if you think that you're going to flip a ZDR switch, zero data retention, which is the magic term that the industry uses to tell you that everything's gonna be okay, I think the answer and the message should be, "It's not gonna be okay," because you can't guarantee any of it. So the model companies, when they give you these zero data retention policies, are probably trying their best, but I think the reality is you are leaking information where you don't know it, and they, despite their best efforts, may still have trapdoors that they don't even know about until it's figured out by somebody else, like in this example. So all of this speaks to you have to have a stratified ecosystem. You have to have third parties. Now, look, that's very biased for me because it's in part what we do for large enterprises at 8090 when we implement our software factory. But the reason why it's working so well is this exact reason. You need an independent third-party layer to interface to these models to manage this exposure because there are trapdoors everywhere.

    3. DS

      And that's what Sacha just said in a really interesting blog post. Did you guys see that?

    4. CP

      Yeah.

    5. JC

      Yeah, I thought that was excellent.

    6. DS

      The reverse information paradox.

    7. CP

      Yeah.

    8. DS

      That's exactly the, the takeaway that he left with. He was building on Alex Karp's supposed crash out, you know, the point that Karp made about how enterprises who have technical ability want control over their compute, models, weights, data, and alpha. But he, he went further with that idea. I mean, he started with Karp's idea, but then he kind of provided a recipe, a roadmap for how enterprises should operationalize that. And what he says is that enterprises, they have to establish a real trust boundary with private evals, proprietary learning loops inside the tenant, decoupled orchestration, and the explicit right to fine-tune their own output. So he kinda goes through a litany of fairly technical things that enterprises should do in order to achieve the operational control that Karp was saying that enterprises really want over their AI compute models and data, their alpha. So it's really interesting. I think now there's, you know, a, a, a virtual, almost like college dorm session going on between the leaders of these companies who are brainstorming some of these concepts and now extending them, right?

    9. CP

      Mm-hmm.

    10. DS

      And what's happening is you're starting to see the formation of not really an alliance, but like an ecosystem that is trying to create alternatives to, you know, a monolithic closed model stack, which is where Anthropic and to some extent OpenAI w- wanna go, is they want you to be locked in to their, to their stack, right? Their models, their harness. They control the data, all, you know, all of that, and now you're starting to see all these different companies.

    11. CP

      And you pay a huge premium for the privilege for them to do it, which is even more insane. So I, I saw this data, and Nick, maybe you can find this companion clip. The companion clip I'd like you to find is Eric Gleiman, who's the CEO of Ramp, was on Squawk Box, I think today, talking about a new feature where you can manage the token maxing of your employees through your Ramp card. But the data that I saw was that a million tokens on Fable is about, Sacks, 56 bucks. A million from Sol is about 26 bucks, which is the same as Claude 4.8. A million input tokens from, on Grok is about [laughs] $1.50.

    12. DS

      Okay.

    13. CP

      Zucks is about $1.50. Elon's about a dollar, and the Chinese models are 50 cents.

    14. DS

      Wow.

    15. CP

      So on top of the whole data sovereignty Bleeding your alpha away. Can you imagine that you're paying 56 bucks as well per million input tokens-

    16. JC

      Bro, you-

    17. CP

      For that risk? That is insanity

    18. JC

      I'm using Perplexity Computer, and they started supporting Groq, and they already support GLM 5.2. So when you're like using Claude or OpenAI, you can only use their models. So I started effing with the different models, and I gave it all the same basically PRD, and I said, "I want to make a podcast player that deep links," so like if we were talking about, I don't know, Mythos, it would play me all the Miso- Mythos clips across all the different tech and business podcasts-

    19. CP

      Sure

    20. JC

      ... but make it into one stream. And I was like, "This would be like really helpful for me for prepping for the show and just be interesting." I did it. It took couple of hours. It cost $11 on [laughs] the new Groq. It was hilarious how cheap it was. And then adding to this, I don't know if you saw-

    21. CP

      So sorry, did you try to do it on Fable to see how much more expensive it would've been?

    22. JC

      I didn't. I didn't, 'cause I was out of [laughs] Fable credits on my $200 account. So you know, like-

    23. CP

      Well, look at this clip here. Nick, play the clip from, uh, Eric Gleeman. That's k- kind of interesting

    24. SP

      We're thrilled to be launching Token Spend Management today. It's available to Ramp and non-Ramp customers.

    25. JC

      Smart.

    26. SP

      And, and he's e- exactly right. Over the last year, I looked at the stats this morning, token spend among Ramp customers has grown by 21 times.

    27. JC

      21 times.

    28. SP

      21 times.

    29. JC

      [laughs]

    30. DS

      Not 21%, we're talking about 21 times.

  6. 59:531:22:57

    NY bans datacenters, becoming first state to enact a moratorium

    1. CP

      worse.

    2. JC

      Speaking of, um, data centers, Sax, everybody's favorite socialist governor, Kathy Hochul, in, uh, m- the great state of New York, my hometown.

    3. SP

      Powered by fossil fuels, they drive up our carbon footprint. They occupy massive amounts of land, potentially displacing agricultural space and open spaces. The bottom line is progress shouldn't arrive-

    4. JC

      So dumb

    5. SP

      ... with a higher utility bill, deleted water supply, or noise pollution. So we have no choice but to address these challenges created by these massive facilities. That is why-

    6. JC

      [laughs]

    7. SP

      ... today I'll be signing the nation's first ever statewide moratorium on hyperscale data centers.

    8. DS

      Everything she's saying there is a false accusation, uh, on the data center, so let's just go one by one.

    9. JC

      Please.

    10. DS

      So she's saying-

    11. JC

      Yeah

    12. DS

      ... that they eat up all of the power. Well, yeah, I mean, look, if you connect to the grid without producing more power and you force data centers to compete with- You know, residential rate payers, then yeah, you could drive up utility prices. However, if you do what Chamath said and let them build behind the meter, then they bring their own power, and that's what the president has advocated for since the beginning of his administration, is let the AI companies become power companies. So that is the way to solve the energy problem or the utility problem. Then she's talking about, you know, eating up land. The reality is these data centers are a model of land use efficiency. We have a ton of land in this country, obviously. You can find places where there is enough open land to build a data center. The economic impact and value of a data center relative to the land use, again, is one of the best ROIs there is. The supposed noise pollution, that's largely made up. That can be dealt with. You obviously don't want to put these things right next to a residential area, but create a little bit of distance and it's fine. The whole water consumption thing is-

    13. JC

      Hoax

    14. DS

      ... largely a hoax.

    15. JC

      Totally hoax.

    16. DS

      Uh, the, the mo- modern data centers, uh, recirculate the water.

    17. JC

      Closed loop systems.

    18. DS

      Yeah, and I think there, there was a study that showed that a typical data center uses the same amount of water as two and a half In-N-Out Burgers. So In-N-Out-

    19. JC

      [laughs]

    20. DS

      ... uh, Burger chains.

    21. CP

      I mean, just go after the almonds if you're concerned about water pollution.

    22. DS

      There's... There... Yeah, or golf courses. I mean, there's-

    23. CP

      Yeah

    24. DS

      ... many, you know, there's many uses of water that are way more wasteful. So when you compare economic impact to all these different things, data centers are w- like, honestly, one of the best things we could be building as a nation, but-

    25. CP

      And tax. There's all these taxes and incremental revenues. Did you see the article where, I think it was in, uh, North Dakota or something, where, like, teachers were getting, like, 30 and $40,000 bonuses from all the tax revenue that was coming in? There's all these upsides.

    26. DS

      That's right. They generate, um, a lot of tax revenue. They've created a blue collar construction boom. It's not true that there's no jobs once they're built, that you do have ongoing jobs there. And then, oh, one final thing just on the, the point that Hochul is making. She said it created a lot of pollution. In natural gas, which is how most of these data centers are, are powered, is one of the most clean-burning sources of power that we have.

    27. CP

      100%.

    28. DS

      These data centers become the scapegoat for all the angst that people have about AI, and it's kind of become this very clumsy way of trying to throw a wrench in the gears of innovation and just kind of slow the whole thing down.

    29. JC

      Well, all, all I have to say is welcome to Texas. We got plenty of land here. And-

    30. DS

      For now

  7. 1:22:571:29:51

    Science Corner: New data on reversing aging!

    1. DF

      I'll cover Science Corner solo. So in the past we've talked about Yamanaka factors, which are these proteins that can go into cells and reverse the aging of the cell, and the cell starts to act young again. Pretty amazing. And, uh, there's a lot of advancement happening on that front. But this paper that came out just this week that everyone's kind of going crazy about was put out, uh, jointly by Calico, which is Google's kind of, you know, age reversal startup that's super secretive that they're not allowed to talk about, in partnership with a group called Revales Pharma. And what they focused on was what's called the extracellular matrix, the parts outside of the cell that age. And, and what does aging actually look like outside of the cell? Well, over time, sugars and fats bind to proteins in the area between our cells, and they accumulate, and they don't get cleaned off. And as they accumulate and they don't get cleaned off, they make it harder for your body to clean out that area, to maintain that area. It causes stickiness. It causes binding, and that reduces mobility and ultimately leads to things like wrinkles in our skin, makes it harder for our joints to move.

    2. JC

      Is that visceral fat? Is that what visceral fat is?

    3. DF

      It's... No, it's called glycation, and so it's the binding of sugar and fat to the proteins that sit in that extracellular, which means out-

    4. JC

      In between the cells.

    5. CP

      Yeah.

    6. DF

      In between the cells, exactly. And so it's that whole gunky area in between the cells that when you're young, works well, everything's smooth, the proteins get replaced if they break down. And as you get older, sugars and fats kind of stick to these proteins, block 'em up, and as they get blocked up, your body can't repair 'em, it can't clean 'em. And more importantly, it changes the structure and the shape of those proteins, so things like collagen that are far apart stick together, and that causes things like wrinkles, and that causes immobility. And it also causes inflammation, 'cause then those proteins kind of look different than they're supposed to, and your body starts to attack 'em, and that activates inflammation, and that's why we get... one of the reasons why we get more and more inflammation as we get older. And so one of the key, what are called advanced glycation end products, that's the term for these things, is called CML. CML is kind of the predominant molecule that, that gets formed in this extracellular matrix that's driving aging, and nothing breaks it down. So these scientists set out to try and create an enzyme. An enzyme is a protein that breaks something down, um, that can break down CML. And remember, a protein is just a series of amino acids, and those amino acids are programmed by DNA. So you can put three letters of DNA to make an amino acid. So you can literally just print DNA and then put it in a bacteria to print proteins and then test those proteins to see what they do. That's the, the modern kind of era of kind of protein synthesis and protein testing. And so these guys kind of went out and they took the target, which is CML, and tried to figure out, okay, how do we actually degrade CML, clear that extracellular matrix, and reverse aging? And they started with AlphaFold, and they used AlphaFold to find a protein that could bind to CML and activate an enzymatic or process that would break it down. And then they took that protein from AlphaFold that comes out of a bacteria, they produced it, they started to test it, and then they started to find some of the binders or the parts of that protein that they could make better, and they used, you know, DNA programming to change it, and they made hundreds and then thousands of variants of it to measure activity, which is how good is it at breaking down the CML. And they did this recursively five different cycles, and then eventually they tested it once they'd kind of gotten it breaking down the CML really well in a test tube. They started to test it on the proteins that we would find in our body, casein, collagen, retinal proteins, which are in your eye, hemoglobin, and they were able to get rid of fifty-two to ninety-seven-

    7. CP

      [laughs]

    8. DF

      ... percent of the CML, just degrade it away.

    9. CP

      Oh.

    10. DF

      And then they, um, they found several sites where they were able to degrade over ninety percent, and then they took actual human skin from elderly patients that had donated their skin, and they put this enzyme onto that skin, and they were able to eliminate fifty-five percent of the CML on the skin, which basically reversed the skin's age down to the age of a thirty-one-year-old. This is from greater than seventy-year-old patients, just by putting this enzyme on the skin. And so it's kind of a groundbreaking demonstration of combination of AlphaFold, what's called directed evolution, where you change the order of the DNA that changes the structure of the protein to test different proteins, do high-throughput screening, and ultimately make a novel protein that doesn't exist in nature today that can do something pretty profound for human health. And now the next set of questions is, "Okay, well, great, this enzyme is awesome. How are we gonna get it into our bodies? How are we gonna get it into that extracellular matrix? Is it gonna be a cream? Is it gonna be a shot, a supplement? Could we eventually take an RNA shot that makes the protein inside of our body and starts to do the degradation from within?" Uh, a lot of questions kind of still to be answered, but it really, I think, lights a great path forward-

    11. CP

      Amazing

    12. DF

      ... for these novel therapies that we're developing, and it's fucking awesome. I mean, dude, like-

    13. CP

      Amazing

    14. DF

      ... you know, all my-- I got all these joint pains in my hip and my shoulder [laughs] now. Like, everything, you can feel yourself getting older.

    15. CP

      Well, that's-- I'll, I will tell you this right now. That will not be the first market. The first market will be cosmetic, and, um-

    16. DF

      Cosmetic skin, yeah

    17. CP

      ... it will be a trillion-dollar market [laughs] if-

    18. DF

      Yeah

    19. CP

      ... if you can create a cream.

    20. DF

      I mean, dude, if you could put this enzyme literally on your skin and have it absorb in and be-

    21. CP

      On your face as a cream.

    22. DF

      Yeah.

    23. CP

      Game over.

    24. DF

      Unbelievable.

    25. CP

      It's a, it's a, it's a-- That, that alone is two trillion dollars.

    26. DF

      But I mean, dude, AI, let's just talk about applications of AI, why it's actually awesome, that everyone should be able to agree on, and you can't be convinced by some foreign psyop. This is fucking awesome. I mean, this was AlphaFold-

    27. CP

      It's amazing

    28. DF

      ... used to discover this thing and evolve it and drive this outcome. Everyone can benefit from it.

    29. CP

      Thank you.

    30. DF

      It's just so profound that we have this tool at our disposal in this day and age. I think it's pretty awesome. Anyway, thanks for sticking around for Science Corner.

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