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 50 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 1 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
Altman: Google could have smashed OpenAI if it took them seriously in 2023
“If Google had really decided to take us seriously in 23, let's say. We would have been in a really bad place. I think they would have just been able to smash us.”
OpenAI is not maximum-profit seeking or controlled by Microsoft
“You know, we're definitely not maximum profit seeking, although you could talk to Elon about some of his ventures for that one. And we open source a lot of stuff, we'll open source more in the future, and we're certainly not controlled by Microsoft.”
Altman: Google's Gemini 3 Exposed OpenAI Weaknesses But Failed to Hinder Growth
“Gemini three has not, or at least has not so far had the impact we were worried it might, but it did in the same way that deep seek did identify some weaknesses in our product offering and strategy.”
Altman: ChatGPT's Market Lead Will Increase Over Time
“ChatGPT is still by far the dominant chatbot in the market, and I expect that lead to increase, not decrease over time.”
Altman: Bolting AI onto existing products won't work as well as AI-first redesigns
“Bolting AI onto the existing way of doing things I don't think is going to work well as redesigning stuff in this sort of like AI first world.”
Altman: AI will remember every detail of a user's life
“AI is definitely gonna be able to do that. And we actually talk a lot about this. Like right now, memory is still very crude, very early. We're in like the, you know, the GPT-II era of memory, but what it's gonna be like when it really does remember every deta…”
Altman: OpenAI Will Ban AI Models From Pursuing Exclusive Romantic Relationships
“We're gonna give people quite a bit of personal freedom here. There are examples of things that we've talked about that, you know, other services will offer, but we won't. Like, we're not gonna let We're not gonna have RAI, you know, try to convince people tha…”
Altman: Thrilled by the Prospect of an AI Replacing Him as CEO
“I think a lot about how we can automate all the functions at OpenAI. And then even more than that, I think about like what it means to have an AI CEO of OpenAI. Doesn't bother me. I'm like thrilled for it. I won't fight it. Like, I don't want to be, I don't wa…”
Altman: A single company's AI will output more tokens than all humanity
“We're gonna have these Models at a company be outputting more tokens per day than all of humanity put together. And then 10 times that, and then a hundred times that.”
Altman: OpenAI would double its revenue right now with double the compute
“We have never yet found a situation where we can't really well monetize all the compute we have. If we had, I think if we had, you know, double the compute, we'd be at double the revenue right now.”
Altman: OpenAI Would Be Profitable Much Earlier Without Massive Training Costs
“If we weren't continuing to grow our training, Costs by so much we would be profitable way, way earlier. But the bet we're making is to invest very aggressively in training these big models.”
Altman: Debt Financing to Build AI Data Centers Is Reasonable
“I think we do kind of, we know that if we build infrastructure, we the industry, someone's going to gonna get value out of it, and it's still totally early, I agree with you, but I don't think anyone's still questioning there's not going to gonna be value from…”
Altman: GPT-5.2 overhang enables massive value even if model progress freezes
“The overhang of the economic value that I believe 5.2 represents relative to what the world has figured out how to get out of it so far is so huge that even if you froze the model at 5.2, how much more like value can you create and thus revenue can you drive? …”
Altman: Businesses tell OpenAI they would pay 10x for GPT-5.2
“Cause we hear all these businesses saying, you know, if you 10 X the price of GPT, 5.2, we would still pay for it. You're hugely underpricing this. We're getting all this value out of it.”
Altman: AI-Assisted Scientific Discoveries Began A Year Earlier Than Expected
“At the beginning of this year, I thought the small discoveries were going to start in twenty-twenty-six. They started in twenty-twenty-five, in late twenty-twenty-five.”
Altman: AI-augmented humans will achieve major scientific breakthroughs within five years
“What it looks like from here to five years to now, this journey to big discoveries, I suspect it just like the normal hill climb of AI. It just gets like a little bit better every quarter. And then all of a sudden we're like, whoa, humans augmented by these mo…”
Altman: Superintelligence Means Outperforming Human CEOs and Presidents Unaided
“A candidate definition for superintelligence is when a system can do a better job being president United States, CEO of a major company, you know, running a very large scientific lab than any person can, even with the assistance of AI.”
Altman thinks AI superintelligence is "a long way off"
“I think something like that is like an interesting framework for super intelligence. I think it's like a long way off, but I would love to have like a cleaner definition this time around.”
Approaching superintelligence makes everyone involved more stressed and anxious
“I think everybody involved in this, as we get closer and closer to superintelligence Everybody involved gets more stressed and more anxious, and we realize the stakes are higher and higher, and I think that will explode.”
November 2023 boardroom crisis made OpenAI more unified and focused
“It's been extremely painful for me personally, but I actually think it's been great for OpenAI. We've never been more unified we have never been more sort of determined and focused,”
OpenAI clearly failed its goal to prevent AGI control by few
“We always said that we didn't want AGI to be controlled by a small set of people. We wanted to be democratized, and we clearly got that wrong.”
Public shouldn't trust OpenAI if governance structure doesn't improve
“So I think if we don't make, if we don't improve our governance structure, if we don't improve our, the way we interact with the world, people shouldn't, but we're very motivated to improve that.”
AI models will have persuasive ability to affect 2024 elections
“One of those, I mean, there'll be many that we'll have to mitigate, but one of those is gonna be around the persuasive ability of these models, and the ability for them to affect elections next year.”
AI will be net good for media as trusted journalists gain value
“I think they're gonna rely and care more about their relationship with someone in the media more and more, and care more about high quality information in a world of, like, massive amounts of generated content. So I think it should be net good, but it will be …”
Current version of ChatGPT is actually 'not very good'
“You know, today they have, like, ChatGPT. It's, like, not very good.”
AI will eventually give everyone ten thousand collaborating experts
“But next they have, like, the world's best chief of staff. And then after that, every person has, like, a company of 20 or 50 experts that can work super well together. And then after that, everybody has a company of 10,000 experts in every field that can work…”
Altman: OpenAI's API grew faster than ChatGPT this year
“And like the API business grew faster for us this year than even ChatGPT.”
Altman: Current AI memory is in the 'GPT-2 era'
“We're in like the, you know, the GPT-II era of memory”
Altman: AI consumers do not want more IQ, but enterprises still do
“The main thing consumers want right now is not more IQ. Enterprises still do want more IQ.”
Altman: OpenAI built the Sora Android app in under a month using Codex
“We built the Sora Android app using Codex. And They did it in like less than a month. They used a huge amount. One of the nice things about working at OpenAI is you don't get any limits on Codex. They used a huge amount of tokens, but they were able to do what…”
Altman: OpenAI Tripled Compute This Year and Plans to Triple It Again
“From a year ago to now, we probably about tripled our compute. We'll triple our compute again next year, hopefully again after that. Revenue grows even a little bit faster than that, but it does roughly track our compute fleet.”
Altman: OpenAI will develop a family of hardware devices
“First, we're gonna do a fam, a small family of devices. It will not be a single device.”
Altman: OpenAI will fail to meet enterprise token demand in 2026
“And we are going to again fail in 2026 to meet demand.”
Altman: "Zero Percent" Excited About Becoming a Public Company CEO
“Am I excited to be a public company CEO? Zero percent.”
Altman: Frontier AI models still lack continuous learning seen in toddlers
“One thing you don't have is
The ability for the model to not be able to do something today, realize it can't, go off and figure out how to learn to get good at that thing, learn to understand it, and when you come back the next day, it gets it right.
And tha…”
Executive team proved they can run OpenAI without Sam Altman
“And the proudest moment for me in all of this craziness was realizing that the executive team could totally run the company without me. I can go retire. Open AI will be fine.”
Google Gemini benchmark metrics caused significant confusion
“Certainly there's been a lot of confusion around the metrics, but I'm sure Google will do great work.”
AI will make future graduates smarter than today's best students
“I think the kids that start kindergarten today, by the time they graduate, 12th grade, will be smarter and better prepared than the best kids of today.”
OpenAI shifted core vision from autonomous AI to building human tools
“If, to people in media, people in other industries, if you had asked us five years ago what was going to happen, we would have said, we will be able to build You know, trusted, responsible AI. But, fundamentally, it's gonna be going off and doing its thing. An…”
The world will be in an unbelievably better place by 2030
“24 will see way more of it, and by the time, like, the end of this decade rolls around I think the world is gonna be in a unbelievably better place.”
Altman: Consumer ChatGPT Strength Drives OpenAI's Enterprise Adoption
“The strength of ChatGPT consumer is really helping us win the enterprise.”
Altman: OpenAI has over 1 million enterprise users
“We have more than a million enterprise users, but we have like, just absolutely rapid adoption of the API.”
Altman: Google has tech's best business model and will hesitate to abandon it
“Google has probably the greatest business model in the whole tech industry. And I think they will be slow to give that up.”
Altman: ChatGPT was not intended to be a product at launch
“It looks better now, but it is broadly similar to when it was put up as like a research preview. It was not even meant to be a product.”
Altman: AI should generate dynamic interfaces for different tasks
“What I think should happen, of course, is that the AI should be able to generate different kinds of interfaces for different kinds of tasks. So if you are talking about your numbers, it should be able to show you that in different ways, and you should be able …”
Altman: Everyone will end up managing multiple AI systems
“It's clear to see how everyone's gonna be managing, like, a lot of AIs doing different stuff.”
Altman: Computing will shift to proactive AI ill-suited to current devices
“I think there will be a shift over time to the way people use computers, where they go from a sort of
Dumb, reactive thing to a very smart, proactive thing that is understanding your whole life, your context, everything going on around you, very aware of
The p…”