Gonna tell my kids this is multi-head attention

What did Aristotle actually write? We think we know, but reality is messy. As Ancient Greek texts traveled through history, they were copied and recopied countless times, accumulating subtle errors with each generation. Our new #NAACL2025 findings paper tackles this challenge.

sf formal from the General Translation box lmao

can General Translation translate UI into boomer ty for the help

Feels like ~1/3 of reviews on icml / colm / neurips etc these days are pure gpt. There must be a decent number of papers who win the reviewer lottery getting published based only on LLM vibe checks :)

The line between unhinged and cringe in b2c self promo is extremely thin

moved to LA / building smth cool with Alexis Sursock & a16z speedrun 🧊

Truth

GPT-5 eval’ing on collie, tau^2, swe bench, charxiv… big from Princeton NLP Group :)

A16Z SPEEDRUN 2026 UPDATE: I think most people secretly know if they’re founders or not. Some of you can never be happy working inside a giant company, writing docs, in endless meetings. Deep down, you know you’re supposed to build. we're opening up a16z speedrun today! We are

Language models that think, chat better. We used longCoT (w/ reward model) for RLHF instead of math, and it just works. Llama-3.1-8B-Instruct + 14K ex beats GPT-4o (!) on chat & creative writing, & even Claude-3.7-Sonnet (thinking) on AlpacaEval2 and WildBench! Read on. 🧵 1/8

Are you worried that an LLM you trained could be stolen and misused by mysterious masked men 🥷? Our work (now a #NeurIPS2025 Spotlight 💫) can help you detect such unauthorized use. As a side-quest, we also analyse memorization and forgetting in LLMs 🧵(1/11).