In this work, we explore which computational ingredients matter for building human-like semantic representations in LLMs. Find out more in the thread 🧵 This work was led by the brilliant @zstuddiford.bsky.social, who is on the grad school market — recruit him while you can! 😉

✨ Come join us at the Second edition of the Re-Align workshop @iclr_conf ! 🚀🧠 The workshop explores the fascinating question of how artificial and biological systems align in their representations of the world. #ReAlign #ICLR2025

Discover how our new mechanistic interpretability work uncovers universal concepts. Check it out on arXiv!

Re-Align returns to #ICLR2025! Please consider submitting if you work on how ML / CogSci / Neuro systems represent the world & what factors shape these representations 💭🧠🤖 w/ @thisismyhat.bsky.social @dotadotadota.bsky.social @sucholutsky.bsky.social @eringrant.bsky.social @siddsuresh97.bsky.social

Our representational alignment workshop returns to #ICLR2025! Submit your work on how ML/cogsci/neuro systems represent the world & what shapes these representations 💭🧠🤖 w/ @thisismyhat.bsky.social @dotadotadota.bsky.social, @sucholutsky.bsky.social @lukasmut.bsky.social @siddsuresh97.bsky.social

Learn about aligning minds and machines. Call for papers is live now—join us at @iclr_conf #ICLR2025. representational-alignment.github.io/2025/

The Re-Align Workshop is back again this year at #ICLR2025. The deadline is 11:59 pm AOE on Feb 3rd.