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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.
There is no epidemic of loneliness, but there is an epidemic of scurvy(experimental-history.com)
59 points by luu | 31 comments
An Experimental History Substack essay by Adam Mastroianni arguing there is no loneliness epidemic but there is an epidemic of scurvy.
How to live an intellectually rich life(utsavmamoria.substack.com)
509 points by TheLadyParadox | 287 comments
A Substack essay by Utsav Mamoria on living an intellectually rich life, opening with the Wikipedia first-link game that leads to Philosophy.
Why I'm still bearish on LLMs after Navier-Stokes(dank.systems)
426 points by jaykru | 552 comments
Personal blog essay by Jay Kruer arguing LLMs remain overhyped despite headline results like Navier-Stokes, citing poor generalization, reward hacking, and specification costs.
Artificial intelligence is losing hype(economist.com)
453 points by bx376 | 663 comments
An Economist Free exchange column arguing that artificial intelligence is losing hype and asking whether that signals the technology will eventually succeed.
Neural networks are clean(already-clean.goodfire.com)
768 points by themgt | 300 comments
An informal research essay by Nick Cammarata at Goodfire arguing polysemanticity stems from fixable issues, not superposition, making neurons interpretable at scale.












