“I Can See Everything” by Zvi

LessWrong (30+ Karma) · Oct 19, 2026 · 1h 3m

Nick Cammarata of Goodfire makes a bold claim: Neural Networks are Already Clean. This was his follow up after various resulting online discussions. This is clearly good work that tells us new and important things. The question is, how big an update is this, how much progress does it represent and what is the outlook going forward? The reactions here range from the super optimistic takes of ‘this means mechanistic interpretability is solvable,’ or even ‘all but solved,’ with comparisons to the famous paper Attention is All You Need. Dean W. Ball (OpenAI): There is so much to say about this…