akshith
366 posts

akshith
@akshithio
cs @purdue • prev @internetarchive

The tension with training models over m at generations is it becomes impossible to keep the same characteristics in the way you mention. Flash used to mean just fast and cheap, now it means intelligent, fast, and super strong value. The nuance of this is difficult, but we are going to continue pushing the frontier of intelligence while trying to pack as much value into a model as possible. It’s also worth noting that 3.1 flash-lite is super strong!



I sometimes wonder what a non-tech person thinks when they see these billboards Do they even understand any of it


BREAKING: @carrawu is joining Parallel Web Systems as product lead

Can AI-reviewers solve the volume crisis in peer-review? One of the papers our researchers saw at ICLR 2026 argues no, outlining paper laundering: a zero-shot method to game review scores. Using an AI to rewrite a paper significantly improved an AI reviewer's score of it. 1/











