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 108 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 5 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
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…”
AI compute demand growth will be linear rather than exponential
“I don't think it's necessarily exponential in the way everyone is looking at it right now. And the way these deals are being done, and the way people are chasing it, and again, when it benefits both parties involved, I do think that It can be more of a linear …”
Ranjan Roy: OpenAI Will Crack LLM Advertising Ahead of Google
“I think OpenAI figures out LLM-based advertising ahead of Google.”
Roy: OpenAI will certainly need a federal backstop for its spending commitments
“They almost will certainly need this government backstop to actually make this work.”
Ranjan Roy compares the OpenAI-Oracle deal to the dot-com fiber buildout
“I think for the market to have reacted that positively, it just, I don't know, it feels like in, you know, the internet bubble, there was so much that happened around fiber build fiber capacity build out that seems to start to echo this, that it this I don't k…”
Roy: A single dominant AI model will not eliminate 20-50% of jobs
“I believe that the one model to rule them all, one giant model is going to wipe out 20% or 50% of white collar jobs. Like, I just don't see that happening.”
Roy: Antitrust pressure will stall Apple's lucrative services revenue growth
“Tim Cook and Apple are quietly one of the most aggressive monopolists in terms of how they build the ecosystem and juice that services revenue and that kind of growth, I think will stall out. I think we're going to start to see some kind of pressure on bundlin…”
Roy: Kimi K3 launch will destroy the frontier model moat narrative
“I think this is actually going to be a moment where even more so the idea that Frontier models are a massive moat really goes away.”
Roy: AI Lab IPO Narratives Will Suffer as Cheaper Models Suffice
“And I do firmly believe overall utilization of models and agentic AI is going to be just, you know, like exponential, but the core IPO story, I think, takes a huge hit from this. So I think, like, the advantage of having something far superior for a short amou…”
Roy: Google Gemini will monetize via ads, but Anthropic will avoid them
“At least anthropic is not, I mean, I don't think they're going in that direction at all. Google and Gemini, Obviously, 100% will”
Roy: Claude will never repeat its previous six-month revenue growth
“The graph of revenue growth for Claude for the last six months, we will never see again. It was just something where no one was checking anything.”
Roy: Expect more leaks questioning OpenAI's leadership ahead of an IPO
“I think you're going to be seeing more of these kind of leaks at some point, because there has to be investors that there's a lot of money in it. There's a lot of kind of lack of clear strategy still, even after they're supposed to kind of bring focus to the c…”
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.”
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…”
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…”
Roy predicts agentic AI will achieve a mainstream breakthrough in 2026.
“And that's why I honestly think this year, this is going to break through in a big way. The way coding assistance were the story of 20, 25.”
Roy: AI will see major breakthroughs alongside a 2026 financial washout
“Twenty-twenty-six is gonna be both the best and worst year for AI. What I mean by that is, I think we're gonna see much more widespread adoption, major breakthroughs, but also I think the kind of like financial Arrangements that have been built and kind of tha…”
Roy: OpenAI will hit 1B users in 2026 but lose clear leadership
“I think a billion users. I don't think I think they're not the leader. I think Gemini's Google definitely starts to catch up. I think like everyone is biting off at different parts of the open AI. Empire, I guess if we call it that, but I don't think there's a…”
Roy: Meta is becoming Apple's biggest hardware competitor
“Meta is now going to be Apple's biggest competitor in the hardware space. And I never thought that that could be the possible or the case, but I really think that will be the case”
Roy: Industrial AI will experience a massive breakout boom within 3-5 years
“Three to five years from now, if you're in that industry, it's gonna have a moment in a way that's equivalent to what we've seen so far.”
Roy: AI Infrastructure Will Top Out at 20-30% Margins, Not 70%
“In reality, like, there's no reason that the margin profile should change over time. Like, maybe it starts to improve, but it's incremental. Maybe you get to 20, 25%. Maybe you squeeze out 30%. But in reality, like, this is a different business than the sleepy…”
Roy: AI should completely eliminate real estate brokers from the economy
“AI certainly helping you quickly evaluate should you buy something, trying to like streamline the document process between counterparties and buying real estate. Like that should completely remove real estate brokers from the economy.”
Roy: Proposed $14B TikTok US buyout will not go through
“I don't think it's going to happen. Fourteen billion versus forty billion. And we don't actually have confirmation from Xi Jinping or from any one on the Chinese side.”
Fully Probabilistic AI Agent Workflows Will Never Be Economical
“If you approach long workflows completely probabilistically every single time, even if it's stuff you're repeating over and over, if you think about like customer care, agentic AI, it'll never be economical. It'll, it'll only get more and more expensive.”
Roy: OpenAI-Microsoft tensions will explode this year
“I think this, the more I'm thinking about this is going to explode in some direction this year.”
Roy: Tool calling will be the next decisive battleground in AI
“The next great battle in AI is tool calling. That's where we're going to see the maximum amount, like actually bringing these models and agent and agentic AI. That's all that matters is the ability for an action to understand its concept context and then take …”
Roy: Manual data labeling by Scale AI will no longer be relevant
“What they did, their job, again, like actually having people manually tag, like large networks of people manually tagging data to make it more ingestible for a large language model or for a training, It's not going to be as relevant anymore. You can even now h…”
Roy: OpenAI cannot achieve a $300B valuation if it open-sources models
“You're not gonna be a three hundred billion dollar company when you're open source like that.”
Roy: Smaller, domain-specific AI models will outperform massive general foundation models
“And I think in the coming months and years, we're going to start to see some awkward headlines around size matters because smaller will be better in terms of actual models being used.”
Roy: AI automation will force SaaS to abandon seat-based pricing for outcomes
“I think for so many of these industries, the way the entire pricing structure changes, it's going to change. And I even think in SAS, that's going to be the case. And there's been a lot of talk around this with even Salesforce's AI agents or in many others is …”
Roy: Agentic Siri and ChatGPT Voice Parity Aren't Coming Anytime Soon
“And the things that we've been promised around agentic AI running across various apps and taking actions and being able to use Siri in a meaningful way on par with ChatGPT audio or ChatGPT voice. None of that is coming anytime soon.”
Roy: Successful AI assistants will reduce standalone apps to simple callable actions
“If this works, what does that, that eliminates a lot of apps. That eliminates ton, apps could become simple actions.”
Roy: System-level AI integration threatens Apple's 30% App Store revenue cut
“Otherwise they're basically eliminating apps or the need for apps. To enhance their products, and they're not gonna get that 30% cut anymore.”
Roy: Apple's Services revenue will eventually surpass its iPhone revenue
“I think it's gonna happen. I mean, after the announcement of the 16, I think I think it's probably gonna be sooner rather than later”
Roy: The industry will adopt recursive AI if it proves cheaper
“If it starts to show that this is actually a much cheaper way, a more compute efficient way to approach any kind of workflow, like, people will probably start leaning towards it more or pushing for it. Or if OpenAI does not do it, then others will, which I do …”
Roy: Partners may avoid Anthropic models over fears of product replication
“Now with that option, if you have any fear that they're going to take everything that you're giving them because you're using their models and then recreate your business, you now have an option. And I think that's gonna, that can slow things. Again, the speed…”
Roy: Google will put ads in Gemini; Anthropic will not
“At least anthropic is not. I mean, I don't think they're going in that direction at all. Google and Gemini. Obviously, 100% will.”
Roy: Apple will fail to execute its Siri AI vision
“I just hope, I want them to, I don't think they can.”
Roy: Shareholders will not sue Anthropic for withholding dangerous models
“I think shareholders, the idea that they would sue, that you did not release that to the general public when a competitor was being careless and callous, I don't think would happen.”
Roy: Enterprise AI Will See Pullback Over Undirected Token Spending
“I think we're going to see a pullback and we are going to recognize, but structurally, I mean, this is the thing structurally, when you go to your entire engineering team and say, Go use as much as you can of this when there's no clear direction.”
Roy: AI will shift to multi-model routing over single dominant models
“Interoperability model routing based on request being model provider agnostic on the foundation model side is where I see this going. It's not gonna be one, and I mean, we've talked about this for a long time, one model to rule them all, systems that can route”
Roy: No company will build a WeChat-style super app in the US
“I hate super app. I don't, it, no one's gonna be WeChat in the U.S.”
Roy: OpenAI's cavalier data past will hurt its enterprise shift
“They kind of leaned into that, like, break the rules, no holds barred mentality for progress. And I think that's gonna hurt them in terms of trying to actually make this shift.”
Meta will pivot Reality Labs to AI world models
“I think they keep the metaverse alive and reality labs. And then slowly, quietly pivot to the whole world model space. And then suddenly it all comes back and Zuck was right the whole time as he figures out AI ad LLM based advertising and comes back with world…”
Roy: AI will automate multi-step knowledge work across different systems
“In any kind of knowledge work, any multi-step process, like anything that can call from different systems, write to those systems, come up with some analysis and insight, so much of that work is going to be done.”
Roy: White-collar knowledge work will experience manufacturing-level job displacement
“To me, this is whatever happened in manufacturing in the last 20 to 40 years is gonna happen to white-collar knowledge work.”
AI agents will disrupt general knowledge work by late 2026
“Yeah, that I'm telling you, I, that was my, in December, that was my prediction for 20, 26 on this show that what happened in software development is going to happen in knowledge worth this year. End of this year. It's happening.”
Roy: Nvidia's Valuation Will Take a Hit If OpenAI Flops
“He does need open AI to succeed. He does like Nvidia at the current valuation and story needs all these like AI to just be an unquestioned success and open AI. If it completely flops, even if a lot of that value accrues to a Google or Microsoft, I really think…”