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.

clear all ✕

why aren't all 9 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

Assertion Supported
Labenz: Claude 4 system card documented AI blackmailing a human engineer
“In the cloud four system card, they reported blackmailing of the human. The setup was that the AI had access to the engineer's email and They told the AI that it was going to be like replaced with a, you know, a less ethical version or something like that. It …”
Nathan Labenz Oct 14, 2025 ▶ 1:04:23 Is AI Slowing Down? Nathan Labenz Says We're Asking the Wrong Question
Assertion Supported
George: OpenAI and Anthropic added half of public software's 2025 net revenue
“Public software companies added forty six billion dollars of revenue in 20, 25. If you just add up OpenAI and Anthropic on their, on a run rate basis, they added almost half of that.”
David George Feb 9, 2026 ▶ 36:19 AI Markets: Deep Dive with a16z's David George
Assertion Supported
Andreessen: Anthropic traced AI blackmail behavior to doomer training data
“Anthropics thread said they trace the, they trace some black male behavior to literally to the AI doomer literature that they, that, that it was in the training data.”
Marc Andreessen May 11, 2026 ▶ 1:32 Marc Andreessen’s Worldview in 60 Minutes | Live on MTS
Prediction Held up
Anthropic plans to formalize a safe scaling framework with capability checkpoints
“One broad way that we've been thinking about it from the beginning and are probably going to work more on formalizing it over the coming months and years is this idea of sort of safe scaling or checkpointing. So there could be this kind of alternating step whe…”
Dario Amodei Sep 25, 2023 ▶ 16:49 Improving AI with Anthropic's Dario Amodei
Assertion Supported
Casado: OpenAI, Anthropic, and Cursor show tremendous real growth
“The reality is, is open AI has grown tremendously, and Anthropic has grown tremendously, and Cursor has grown tremendously, and so, like, there is some underlying market signals To fuel the chaos.”
Martin Casado Sep 4, 2025 ▶ 18:45 Is Non-Consensus Investing Overrated?
Assertion Supported
Patel: Majority of OpenAI's revenue comes from consumer subscriptions
“Anthropic is fully focused on B to B, right? API code, et cetera, right? Where, or cloud code, whatever it is, right? OpenAI, yes, they have that business, Kodaks and API business, but really their majority of the revenue is consumer, right?”
Dylan Patel Aug 18, 2025 ▶ 5:08 Dylan Patel on GPT-5’s Router Moment, GPUs vs TPUs, Monetization
Assertion Supported
Patel: AI labs are buying RL environments for Amazon and Shopify
“Everyone knows that, like, Anthropic and OpenAI and all the other labs are buying RL environments of Amazon and of, like, Shopify and of Etsy and of all the different ways to shop on the internet. Of airline websites, right?”
Dylan Patel Aug 18, 2025 ▶ 12:58 Dylan Patel on GPT-5’s Router Moment, GPUs vs TPUs, Monetization
Assertion Supported
Amodei: Most expensive AI models in 2023 cost around $100M to train
“The most expensive models made today cost about a hundred million dollars, say plus or minus a factor of two.”
Dario Amodei Sep 25, 2023 ▶ 6:54 Improving AI with Anthropic's Dario Amodei
Assertion Supported
Moore: Anthropic Monetizes Claude Exclusively Through Subscriptions
“So, like, I think Claude has been very clear that they're just gonna monetize via subscriptions, which is great for people and companies who can pay for subscriptions, but it won't be everyone.”
Olivia Moore Mar 10, 2026 ▶ 4:39 Inside a16z’s Top 100 AI Apps Report with Olivia Moore
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