The thing that can't lie: why reasoning models struggle to control their own chains of thought
I’ve spent the last three weeks documenting why AI monitoring fails. Embedding drift silently degrades safety classifiers. Self-attribution bias…
Collusion
New paper: Most LLM agents will collude when given the chance — but many are all talk
“Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems” (arxiv.org/abs/2602.15198) dropped last week. It’s an ICML submission from UMass…