Title is a bit clickbaitish, but the content is well worth reading - came in with my pitchfork ready and left agreeing with basically all of it, with questions like ‘what if the probe could return 3 dimensions: truthfulness, knowledge confidence and decidability?’

Also the observation that people treat LLMs like oracles when they’re everything but is spot on, something I’ve also been thinking about and it’s quite a bit scary.