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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.
New LLM optimization technique slashes memory costs(venturebeat.com)
424 points by hochmartinez | 176 comments
VentureBeat article by Ben Dickson on a new LLM optimization technique that reduces memory costs by up to 75%.
AI has access to a vastly larger working memory than the human brain(davidepiffer.com)
524 points by rzk | 452 comments
A Substack essay by Davide Piffer arguing that AI's edge over mathematicians comes from a vast symbolic working memory rather than superior reasoning.
New CRAM method offers giant boost to compressed memory reads(tomshardware.com)
38 points by danny00 | 18 comments
Tom's Hardware news article on CRAM, a Linux technique exposing compressed RAM via standard memory semantics instead of a block device, claiming up to 452x faster reads.
How I use LLMs to learn complex topics(laurentiugabriel.github.io)
763 points by laurentiurad | 489 comments
Personal blog post by Laurentiu Raducu describing how he uses LLMs to learn complex topics, including building an interactive chip-making game called ChipTycoon.
AI outperforms law professors in Stanford Law study(law.stanford.edu)
379 points by berlianta | 327 comments
Stanford Law School press release on a blind study where law professors preferred AI-generated answers to student legal questions over answers written by fellow professors.