TL;DR of the paper, generated automatically.

A capable model can hand off long agent tasks to a cheaper one.

• Handoffs: capable-to-cheaper handoffs at the right stage largely keep accuracy.
• Detector: AgentBaton, a lightweight detector, learns when to hand off.
• Results: 65.9% average API cost cut; accuracy up to 8.8 points higher.