You're right and I am humbled. Attention only gets you as far as disproving major conjectures in Paul Erdos's favorite open problems, and certainly no farther than that. Certainly. openai.com/index/model-...
John David Pressman
Articles & links
So apparently LLMs just update on false claims in documents even when they're explicitly labeled in the document as false claims. arxiv.org/abs/2605.13829
I have written a new post, "Implications Of Predicting The Next Token" in which I explain why saying a language model "just" predicts the next token fails to understand what that phrase would even imply. minihf.com/posts/2026-0...
POV: You are the government's lawyer reviewing the evidence in your case against Anthropic re: the natsec implications of their model and potential validity of export controls. youtu.be/RgqzaBogq1Y
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