Lukas Beckenbauer

LLMs optimized for human-like politeness are pushovers in negotiation, but EmoDistill unlocks their inner Machiavelli by teaching them to weaponize emotions for strategic advantage.

Explicitly regulating a research agent's mental model with feedback loops beats relying on implicit LLM reasoning, leading to significant gains on complex research tasks.