thebes @vgel.me · 22d 1 / 3
@repligate.bsky.social posted these messages from opus 4.7 on discord, and it reminded me of a post from @yuxi.ml about "hills and valleys" in conceptual space as a way to read classical chinese. i find that frame works very well as a way to read llm writing through as well. (more below 🧵)
5 likes 1 replies
?
Replies
well-modeled language has these high-dimensional conceptual hills and valleys of representation - which you can rep-read right out of the activations surprisingly well - a hill of user expertise here, a valley of dishonesty there,