Anthropic’s “Hot Mess” paper overstates its case (and the blog post is worse) — LessWrong

Author's note: this is somewhat more rushed than ideal, but I think getting this out sooner is pretty important. Ideally, it would be a bit less snar…

x Anthropic’s “Hot Mess” paper overstates its case (and the blog post is worse) — LessWrong Anthropic (org) AI Frontpage 2026 Top Fifty: 14 % 288 Anthropic’s “Hot Mess” paper overstates its case (and the blog post is worse) by RobertM 4th Feb 2026 7 min read 28 288 Author's note: this is somewhat more rushed than ideal, but I think getting this out sooner is pretty important. Ideally, it would be a bit less snarky. I've made a few edits in response to David Johnston's comment here , mostly about the paper's reporting of its own results. Anthropic [1] recently published a new piece of research:

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