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 1,235 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 147 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
Anthropic will beat OpenAI to launching a fully integrated agentic super app
“I, right now I would bet honestly on Anthropic doing it first, doing it better. But it really comes down to the timing of when open AI gets this super app out there.”
OpenAI and Anthropic must IPO eventually after tapping out private capital
“But the reality is like, given these numbers, open AI is going to need to go public. Like they need the capital and itthropic as well. Like they basically have tapped into all of the possible you know, private capital.”
Anthropic will likely IPO at a $1 trillion valuation
“Anthropic is probably going to go public at a trillion.”
Levie: AI labs will not accept liability for enterprise use cases
“The labs are not going to, you know, take on the liability for every single use case that you do. They're gonna have very narrow liability that they have around copyright and IP protection and stuff like that, but they're not gonna, you know, they're not gonna…”
Levie: AI Labs Win in Every Scenario as Foundational Intelligence Layer
“The good news is there's going to be value in, in both sides, because even the vertical domain specific players will be riding on top of the intelligence from the horizontal labs. And so in both, in all the scenarios, the labs win, you know, a very big prize l…”
Levie: Thousands of Successful Products Will Emerge at AI Application Layer
“I think there'll be hundreds of successful, thousands of successful products at that layer, simply because again, enterprises, they just want to, they want to wake up. They want to get their job done. They want to have some alpha relative to competitors. And t…”
Bose: Non-software companies will fail by building in-house AI coordination tools
“These companies are, you know, are not going to be successful if they end up spending their tokens and their cost on achieving these outcomes that are more about coordination between human beings and AI agents.”
Hoffman: AI will cause massive youth unemployment among 22-to-25-year-olds soon
“We're gonna see, I think we're gonna see massive youth unemployment. You know, that, you know, 25 to, or 22 to 25 year old cohort for the next couple of years, it's already, you know, elevated beyond the national unemployment, and I think you are just gonna se…”
Hoffman: AI will reshape professional services staffing into diamond or chimney structures
“I was making the pyramid get get narrower at the base until it eventually turns into a chimney. And then maybe even a diamond where like the actual, the biggest chunk of the workers are you know, people your age, my age who are like, Pretty competent at managi…”
Hoffman: Bankers will likely raise $80 billion for SpaceX's upcoming IPO
“That giant sucking sound you're gonna hear in the markets, you know, this May and June is, is, Bankers running around asking for eighty billion dollars, which, by the way, I think they'll get.”
Brockman: AI knowledge work will see a real takeoff within the next year
“We're going to see this real takeoff Of this technology and knowledge work over the next year.”
Brockman: OpenAI Automating Its Own Research Scientists' End-to-End Workflows
“And at a practical level, I think I would view it as ex, is taking the full end to end of what one of our research scientists does and be able to do that in Silicon.”
Brockman: AI capabilities working today will be incredibly reliable within a year
“But it is all indicated by what's kind of working right now, certainly within a year, sometimes much sooner is going to be incredibly reliable.”
Brockman: AI Agents Will Democratize Entrepreneurship by Autonomously Running Businesses
“The democratization of entrepreneurship is absolutely coming. And I'll say, here's these problems, there's this customer that's upset, you know, that they want to talk to a real human, like, you should go talk to them, like, all of that's going to happen.”
Brockman: AI Will Produce 'AlphaGo Moments' Across All Scientific and Creative Domains
“That is going to happen in every single domain. It will happen in science, in math, in physics, in chemistry, it's going to happen in material science, it's going to happen in biology, it's going to happen in healthcare, drug discovery, but it may also even ha…”
Brockman: AI will transform the economy even with zero further technical progress
“So I think that even with no further progress, there's still a massive shift that will happen. The economy being powered by compute and AI is still going to happen.”
Brockman: AI and Compute Will Be the Primary Driver of Economic Growth
“The highest order bit on how this economy grows from here will be about AI, how well you can leverage AI and the computational power you have available to power it.”
Brockman: Everyone in AI Will Face Severe Compute Shortages This Year
“And I think that we will see even this year, how everyone who is participating is going to be compute strapped.”
Brockman: Top AI Models Will Face Compute-Driven Outages Within Six Months
“Six months from now, I think that everyone will feel it. And I think that we will all feel the pain of there's an awesome model. And there's just no availability because there's not enough compute.”
Brockman: AI Will Be the Primary Source of Future National Security
“I think this will be the source of economic and national security going forward. I think it's going to be about national competitiveness and that there are other countries like China where AI pulls in the exact opposite direction.”
Warner: AI infrastructure cannot be powered without small modular nuclear
“So I'm a big advocate that we'll never be able to power this without a small modular nuclear or other kind of a decentralized and power generation.”
Warner: Any data center regulatory deal in Virginia will be copied nationwide
“The state battle that's going on in Virginia right now, I've said to the industry, you guys got to watch this because we are the mother load of data centers. And if there is some adjustment of the kind of economic deal that's going to happen in Virginia, that …”
Sorkin: Humans Will Not Code Their Own Software In The Future
“I just don't see how we're gonna be sitting around doing our own programming. I just don't see it.”
Sorkin: In Five Years, AI Will Co-Author Books And Articles
“But five years from now, do you really think that people are going to write books even by themselves? I assume you would be co-authoring a book with AI. I imagine people will be writing articles at minimum with AI if AI is not doing it in entirely”
Sorkin: AI wealth will concentrate in big tech and incumbents hiring agents
“I believe that the wealth and the great riches are going to go both to the model makers, some of the big tech companies, and probably the folks who already have had success because they will be at the top of these food chains, and instead of hiring more people…”
Sorkin: AI Faces Potential Dot-Com-Style Bubble And Bust Timing Mismatch
“The bigger question is whether there's going to be like a timing mismatch, that there's going to be some period of time. Same way, by the way, we had a dot com bubble and bust where the economics didn't match the investments at that time. Now, Amazon is still …”
Sorkin: SpaceX IPO Will Likely Outpace OpenAI in Valuation
“Oh, I imagine it does. I mean, I, if we're talking, I think the numbers now, 1.75 trillion dollars with a T. I think right now OpenAI isn't, doesn't start with a T yet, but maybe.”
Ranjan Roy: Rushed AI coding mandates will cause more enterprise software outages
“Just letting, and almost forcing everyone to rapidly adopt versus actually making them understand how to use these tools, I think becomes so much more important, and we're definitely gonna see more instances like this.”
AI chatbots will become memory-sharing authentication layers, not super apps
“Maybe you're not ordering an Uber through ChatGPT, but any other product you can authenticate through, and it can borrow your tokens, it can borrow your memory, it can borrow everything that it knows about you from ChatGPT. I think that is probably more of whe…”
Manual software onboarding will disappear in two to five years
“In two, three, five years, Onboarding to software should not be a thing. Like, you should be able to log in with a ChatGPT or a Claude, and that new software product should know everything about you and, like, set up perfectly to cater to you”
Moore: OpenClaw will never crack mainstream consumers horizontally
“Well, so I personally don't think it's ever going to crack the mainstream consumer in a horizontal way.”
Moore: Agent architecture will embed into focused consumer apps, not horizontal tools
“And so I think we're actually not going to necessarily see a horizontal open claw for consumer, but we're going to see an open claw style architecture built into more focused consumer products.”
Kantrowitz: OpenAI will be the fastest-growing company ever
“Opening eyes is going to be the fastest growing company ever, so you probably do want a stake of that if you're a company with the means to invest, and Amazon certainly had the money to do it.”
Horowitz: Autonomous weapons will be essential in communication-denied conflicts
“And in what the military would call a degraded or denied communication environment, something like an autonomous weapon system will be essential. For all the, for lots of different kinds of weapons to be able to operate, and, you know, algorithm, algorithmic o…”
Kantrowitz: The Pentagon's supply chain ban on Anthropic will never take effect
“I will give my hot take here, which is that This supply chain risk threat is never never manifests. Just never takes that takes effect.”
Siegler: Paramount-WBD Merger Will Bring Massive Layoffs and Brutal Decline
“Instead we're just going to get A straight down the middle sort of a combination of two studios, and that's just gonna be a lot of layoffs, and it's gonna be just this brutal sort of, you know, decline over a longer period of time.”
Roy: Autonomous weapons will become standardized warfare without a global ban
“Fully autonomous weapons, I don't, if that's the direction that warfare is going, I feel like that's just gonna be part of whatever China or other countries are developing anyway, so it's just gonna be kind of as awful as it may sound, it's going to kind of be…”
The Pentagon might invoke the Defense Production Act against Anthropic
“They might also invoke the Defense Production Act, which would require Anthropic to supply its technology to the Pentagon the way the Pentagon wants, which would be unprecedented.”
Levie: Total AI market cap will reach tens of trillions of dollars
“We're talking about a category where, you know, it'll be measured in the tens of trillions of dollars. The market caps that will be generated by AI. Some of that will go to the chip providers. Some of that will go to the supply chain of the chip providers. Som…”
Levie: There will be 5x to 100x more AI agents than people
“There's five or 10 or a hundred times more agents in the future than people, Which is, I think, a relatively safe assumption given the productivity increase that they're going to enable.”
Manyika: Useful quantum computing applications will emerge within five years
“So I actually think we're going to start to see useful applications in the next five or so years from quantum computing.”
Manyika: Google aims to conduct AI training runs in space by 2027
“So the first milestone is we're hoping that in 20, 27 will have done a couple training runs in space.”
Ramaswamy: Any AI model lead OpenAI or Anthropic gain will vanish quickly
“This just means that OpenAI and Anthropic need to understand that any kind of lead that they get is not going to be a long-lived one, and they really have to work hard and compete.”
Roy: Autonomous agents will eliminate the need for project management software
“A lot of that work, a lot of those tasks that were being created, agents are going to do. At which point you don't need, you never needed some, you don't need someone to actually enter tasks manually. And so another person could look at it and click check. Thi…”
Kantrowitz: Perplexity AI Is Done Against Google Gemini and ChatGPT
“I think it's done. I mean, I don't see how it really serves a purpose outside of you know, Different than what you could do with Gemini or Chachi.”
Pineau: Future of AI will be many specialized agents, not one superintelligence
“I tend to actually place my bet not on the fact that we're going to reach like a single super intelligent agent, but on the fact that we are much more likely to live in a future where there's going to be many agents for many things. And so some agents will abs…”