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LLMs use a surprisingly simple mechanism to retrieve some stored knowledge(news.mit.edu)
336 points by CharlesW | 121 comments
MIT News article on research showing LLMs often retrieve stored facts via simple linear functions, and a technique to probe what a model knows about subjects.
A New Experiment Meta-Strategy(chillphysicsenjoyer.substack.com)
26 points by surprisetalk | 1 comments
A Substack post by an amateur physicist describing a new strategy for doing home experiments after reorganizing a messy lab to fit limited free evenings.
The Mathocalypse(scottaaronson.blog)
361 points by 6bitquant | 380 comments
Scott Aaronson blog post reacting to OpenAI releasing hundreds of AI-generated math results, including a claimed proof of Khot's Unique Games Conjecture.
GPT-5.2 derives a new result in theoretical physics(openai.com)
545 points by davidbarker | 369 comments
OpenAI post announcing that GPT-5.2 derived a new result in theoretical physics; the captured page shows only a loading logo.
Research suggests Big Bang may have taken place inside a black hole(port.ac.uk)
705 points by zaik | 563 comments
University of Portsmouth blog post in which Professor Enrique Gaztanaga proposes a theory that the Big Bang may have occurred inside a black hole.
Human mathematicians are being outcounterexampled(xenaproject.wordpress.com)
456 points by artninja1988 | 225 comments
A Xena Project blog post about mathematicians being outpaced at finding counterexamples, from the blog on mathematicians learning the Lean theorem prover.












