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 16 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 16 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
LeCun: Scaling up LLMs will not produce human-level AI
“We are not going to get to human level AI by just scaling up LLMs. This is just not going to happen.”
Kantrowitz: OpenAI and Anthropic head toward trillion-dollar IPOs within next year
“We have open AI and Anthropic. Now they're going to do fifty billion dollars in revenue this year. They're both headed towards trillion dollar IPOs within the next year.”
Warner predicts AI will push recent college graduate unemployment to 30%
“We're at about nine percent recent college graduate unemployment. I think that number will actually go to 30%, and the economic disruption that will have not only on those young people that don't get jobs, but their parents who help finance their college educa…”
Altman memo sets AI research intern for Sept 2026 and AI researcher for March 2028
“We have internal goals of having an automated AI research intern by September of 2026, running on hundreds of thousands of GPUs and a true automated AI researcher by March of 2028.”
Amodei: In a couple years, AI will be the world's biggest industry
“I actually think that, you know, as the revenues, as the economic business of AI ramps up and it's ramping up exponentially, you know, if I'm right in a couple years, it'll be the biggest source of revenue in the world, right? It'll be the biggest industry in …”
LeCun: Human-level AI will not happen within two years
“Whatever you can hear from some of my more adventurous colleagues it's not going to happen within the next two years. There's absolutely no way in hell to, you know, pardon my French.”
Kedrosky: Token demand is unlikely to achieve 100M-fold growth in 6 years
“You have to see around a hundred million fold growth over the next six years in terms of tokens. Is it possible? Absolutely. It's possible. Is it likely? No, it's not likely, but it could happen.”
Roy: Tesla and SpaceX will inevitably have to merge
“Giving that little nugget to the world, starting to seed that idea, and I think it's almost, it has to happen, because these two companies, again, Tesla has a car business, SpaceX kind of has a space business, still has an internet satellite business, but they…”
Hinton predicts AI will eventually replace all human call center workers
“So for example, if you take people in call centers, when you call up to complain about your bill, or to see if you can get a cheaper account, stuff like that that's not so elastic. AI will replace all of them. It'll know much better on what the correct answer …”
Costolo: SpaceX will acquire Tesla
“I think SpaceX, I am one of the people that believes SpaceX will buy Tesla.”
Michael: Anthropic's First Amendment retaliation claim against Pentagon will fail
“I think the notion that a First Amendment claim is going to hold up is, is, would be shocking, because that means that the government has no choice to make.”
Adler: OpenAI skipped committed safety testing for GPT 5.3 Codex release
“And unfortunately, it seems like OpenAI's release of last week, GPT, 5.3 codex, one of the big breakthrough models we've been talking about. As I look over the evidence, It seems like open AI did not abide by the testing that they had committed to in various w…”
Kantrowitz: Meta will partner with Google or OpenAI on smart glasses
“Over the next year, you will see Meta bring in other AI models. You will see them partner with Google. You might see them partner with OpenAI.”
OpenAI will not achieve $100 billion in annual revenue, Zitron predicts
“Even if OpenAI was profitable, okay, they're the biggest AI company, cool. Are they going to a hundred billion a year? Bullshit. No.”
Kantrowitz: Grammarly will go extinct as LLMs replace grammar tools
“And here's my hot take on Grammarly. I think they're going to go extinct. I think I wouldn't call them a rapper because they were around before large language models, but all this logic that they painstakingly built into their program and all the AI developmen…”