Zifeng Wang

LLM agents can be turned into powerful verifiers by giving them a workspace and evidence tools, outperforming baselines on complex long-horizon tasks by resolving disagreements and challenging consensus.

Forget hand-annotated data: Magnet distills multi-turn tool-use skills into LLMs by automatically generating training trajectories that outperform even Gemini 1.5 Pro.