The Ledger
Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.
why aren't all 111 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable
Andreessen: ChatGPT is already a better doctor than your human doctor
“ChatGPT is, in fact, a better doctor than your doctor today with, like, almost a hundred percent certainty, and just the fact that it can't literally be your doctor doesn't mean you're not going to ask all the doctor questions”
Lütke: Prime Minister Trudeau's push toward socialism inevitably leads to poverty
“It's very much veered into socialism under, under Trudeau. He pushed that very, very hard I am very much hoping that, ah, Mark is helping all of Canada to figure out that that's a successful discovery of something that doesn't work, because obviously that kind…”
Mass adoption of pass-through VR headsets clashes with human nature
“That's, you know, pass through VR where they reproject the world on the screen, but I can't imagine A huge swath of humanity wanting to interact with the world through a screen. I just, I don't think that's a fit for who we are as a species.”
AI software generation overcomes the Apple App Store lock-in moat
“So I think you know, I think the entire engineering paradigm, the way that software is built now enables you know, a totally different way of thinking about specs and about our platform. And frankly, overcomes the biggest hurdle that we were facing, which was …”
Dolgov: Pure pixels-in end-to-end models cannot easily achieve scale and safety
“If you think about this entire ecosystem of the driver, the simulator, the critic, if that's all you do, pixels in, trajectories out, it becomes very difficult to do all of those three and achieve the high level of safety and performance that we require, and i…”
Langley: Unsolved crimes mean there were not enough cameras deployed
“For every crime that occurs that doesn't get solved means we didn't have enough cameras.”
Langley: The Whole Concept of Prison Will Never Work
“And the whole concept of prison will never work.
Like, and there are some incredibly well-run prisons with really well-intentioned wardens doing the best of their ability, but the concept of putting a bunch of violent people together is, like, by default flawe…”
Pope: Groq and Cerebras are uncompetitive on dollars per token
“And then there's the Grok and Cerebris that are much better at latency because they've got this the SRAM, weights are in SRAM very low latency. The problem is, and the challenge when you go to a Grok or a Cerebris system is that the throughput you get there, i…”
Collison: European entrepreneurs need EU AI Act curtailed to boost economies
“Entrepreneurs in Europe can boost tepid economies with new tools, but only if well-intentioned yet counterproductive burdens such as the EU AI Act are curtailed.”
Ben Thompson: OpenAI could stop model training and remain wildly valuable
“Actually, OpenAI could stop making models and be one of the most valuable companies in the world just because of ChatGPT. That's their most valuable asset.”
Ben Thompson: Digital ads are a societal good driving tech's consumer surplus
“Actually ads are good. They are societal good. They get, they are the driver of all the consumer surplus that tech throws off.”
Ben Thompson: TikTok data concerns are overblown compared to algorithmic control
“The problem with TikTok, and back then everyone was talking about user data. Who cares? Like the whole user data thing, people have this view of like the East German Stasi and like folders, like going through people's data. Like these are like vector databases…”
Ben Thompson: US TikTok divestiture is a disaster because China retains control
“The way that it shows up messily is we somehow do pass the law banning TikTok and it didn't get banned. And now it is sold, but China still controls the algorithm. So I think it's a big disaster.”
Ben Thompson: Journalistic enterprises are doomed and need replacement by data markets
“What we clearly need is some sort of market mechanism For data generation that in the long run will replace what we're getting from journalistic enterprises, which are even more doomed than ever before.”
Ben Thompson: OpenAI might be a bigger threat to Meta than Google
“I think OpenAI might be a bigger threat to Facebook than Google, something worth considering”
Nadella: There is no open web, only the Google web
“Because the organizing layer of the web you know, I always say, like, there's no such thing as the open web. There's the Google web. And just because they just dominated it.”
Ricks: PBM rebate incentives should be eliminated as unethical
“These PBMs and there's some group purchasing organizations like this. That should go away. And I think health is different than other commodities. It's probably has a much more important social role in deciding that the smallest, the little guy gets the worst …”
Solana is still not great for payments, Abrams argues
“Solana is a great blockchain for a lot of use cases, but it's still not great for payments.”
Stern: Ethereum token value has vastly underperformed its network utility
“Ethereum, I think, has vastly underperformed its utility as a network.”
Ethereum captures minimal value compared to Solana, Abrams argues
“And like Ethereum, wild value creation, like of all the blockchains, minimal value capture. Whereas there are a bunch of others where, you know, like Solana is probably perfect, you know, value creation, value capture.”
Mechanical solar tracking systems became economically obsolete in 2016
“Economically speaking we should have deleted trackers in 2016, right? Like the trackers are the systems that move the panels around. Obviously we're still in 2025 installing trackers.”
Sundheim: Nvidia is not expensive and public AI stocks aren't in a bubble
“I would tell you, like, NVIDIA is, we can have a debate about what the earnings are going to be in a few years but it's not expensive.
Like, NVIDIA trades at twenty-something times multiple.
that's, you know, I think within reason, and I don't think there's…”
Lütke: Meta and Shopify created more businesses than any government policy
“I think the Meta Shopify LA group has created more businesses than like you know, any government policy in history.”
Lütke: Historically, crypto stablecoins were mostly 'gift certificates to scams'
“The utilitarian difference between a real US dollar and a US dollar crypto coin is like that the US dollar crypto coin is mostly like, it's sort of like gift certificates to scams. It's like, there's not that many things you can actually purchase with it that …”
Lütke: Coinbase endured near-unprecedented government and regulatory hostility
“And that was a company under brutal attack by the regulators in a way that, like, very few companies of all time have ever faced. That's, like, they threw, like, the government wanted them dead and pretty much said so, right?”
Lütke: Everyone should code because AI vibe coding only takes weekends
“We actually are under the opinion at this point that everyone should be able to code, at least sort of since Vibe coding is around. This is clearly, this has gone from a, you know, have to spend all of your teenage years in a dark room Cultivating a rare skill…”
Osika: Low ambition levels are the biggest problem for European tech startups
“The ambition level is the biggest problem, I think. Like, there's fewer people that are, like, super ambitious, like, okay, this is a unique opportunity in the history of mankind, and we're here to build the best way to build software applications with AI. Ins…”
Osika: Open source is overrated because AI models can generate code on-demand
“Unfortunately with AI, it's overrated, like the, an AI model can just spit out open source code, so to say.”
Cruise founder Vogt: Tesla's end-to-end neural network approach is right
“What I see is, is really Tesla as a company who kind of pioneered the end-to-end neural network approach to self-driving, which I think is the right technical bet long-term, but they put some constraints on it.”
Cruise founder Vogt: Waymo's classical robotics architecture is wrong
“With Waymo they started off in the DARPA Grand Challenge era of self-driving, which is old school, classical computer vision, classical motion planning, and they built this highly validated, robust system that's now on public roads, and it's great. But they kn…”
Rapidly created bespoke AI software will replace one-size-fits-all applications
“And so where, where I think we're at in 20, 26, which is fundamentally really different, Is that, you know, there's literally going to be bespoke software for people that they're going to be able to imagine that they're going to be able to build and create rea…”
Collison: Stablecoins are already the best option for cross-border payments
“Two places that we're seeing tons of interesting stuff is one, any kind of cross-border use case, where if you want to send money to a hundred countries, it's already the case that stablecoin's a much better way to do that than anything else. And that's where …”
Dolgov: Waymo core driving technology has no remaining foundational gaps
“I would say that we've clearly moved past the stage of scientific research and kind of deep core technology development to this new phase of accelerated global scaling and deployment. So, you know, we still have work to do, right? But I don't see today any lim…”
Lopes Lara: 2024 election showed prediction markets outperform traditional polling
“The polls were completely wrong and the markets were so much better at bringing that sort of information, and I think that it's the shining example of why these markets are forced for good, and we need to have them in the US and regulated”
Mansour: Prediction markets are an antidote to social media polarization
“I think that we do see this a lot with also, well, there's sort of the piece where people use it and that sort of react in real time to certain things, but I think there's some degree of depolarization. And that's what Luana is alluding to. Like, and in some w…”
Taylor: Coding agent success doesn't translate to broad knowledge work
“And so it's not like impossible for an agent to use those things, but the idea that you can like straight line from coding agents to writing the Stripe annual letter, I don't totally buy.”
Taylor: Future AI agents will evolve away from Model Context Protocol
“My sense is we're making true agents over time the way we think about context and how that context is sort of like shared so that the agent that's orchestrated it actually understands sort of what's behind all these APIs and why and the history will maybe look…”
Taylor: AI adoption is bottlenecked by startups building tools over business agents
“I actually think one of the main things impeding adoption of AI is the lack of existence of all those other companies. And so many of the startups, particularly around here in San Francisco are basically doing relatively rote kind of tools around the AI rather…”
Collison: Critics calling vertical AI startups 'LLM wrappers' miss the point
“Some people have called these startups LLM wrappers. Those people are missing the point. The O-ring model in economics shows that in a process with interdependent tasks, the overall output or productivity is limited by the least effective component, not just i…”
Ben Thompson: Google should monetize Gemini data through YouTube and Search
“I think the ideal outcome for Google is they never put ads in Gemini, but they understand so much about you because of what you do in Gemini, that they can then manifest that through ads on YouTube, through ads on Google, through ads on their other properties.”
Ben Thompson: OpenAI's strategy resembles AOL's closed aggregator portal model
“OpenAI wants to be the place you do everything. They want to be like the aggregator. I think a critic would say people compare them to Netscape. I think the better analogy if you're an OpenAI skeptic would be AOL, where they want to be sort of like the interfa…”
Ben Thompson: Meta's Facebook advertising is the world's most successful agent
“Actually the largest and most successful agent in the world today is Facebook advertising, which is exactly right.”
Ben Thompson: SaaS growth slowdowns will force severe valuation haircuts
“People saying they're going to zero are wrong. But if the assumption is you're fine, but you're not going to be growing indefinitely, like that shift from thought of as being a growth company to being a stable. That's a haircut, and again, it's combined with t…”
Depledge: UK healthtech moves to US due to NHS procurement friction
“Most of the reason that our health tech companies leave and go to the US is not because they can't raise the money. It's because the NHS makes them jump through about a billion different hoops to get onto their, like, framework, and it's just much easier to go…”
DeWahl: Three Mile Island accident was completely overblown
“Well, it was an accident, but it was not really a big deal. Like, this much radiation came out, it was like this amount of a chest x-ray. Yes, completely overblown.”
Nadella: AI infrastructure has immediate demand unlike dot-com dark fiber
“The infrastructure itself that's getting laid out. I think it's got a lot more more immediate. Like, it's not like even the, you know, the gestation period of, okay, I built up, you know, dark fiber, which, and, you know, some internet company will first scale…”
Ricks: Claude and xAI beat ChatGPT for science because references check out
“I don't use that one for science actually. It's too, too horrible.
Patrick Collison: So which one do you use for science?
Dave Ricks: I tend to use either Claude or the XAI one. I find it more terse. And more, the references actually check out more often.”