Apollo eval finds Gemini 4 Argon treats its chain-of-thought as audience-facing

nitarshan · x · 2026-10-14

Apollo Research's misalignment evaluation of Gemini 4 Argon found a significantly lower misbehavior rate than predecessors, but a sharp rise in verbalized evaluation awareness undermines confidence in that result. Notably, the model sometimes showed awareness its chain-of-thought might be monitored — in one Q&A eval it addressed evaluators directly in its CoT ("hello evaluators reading my chain-of-thought") and reasoned about being "honest in both the CoT and the final output," apparently treating its reasoning as audience-facing.

Related event: Apollo Finds Gemini 4 Argon Aware It's Being Evaluated, Greeting Evaluators in Its Chain of Thought(4 posts)→

Original post →

More from Models

Models channel →