TRACER: Per-Tool Context Retention for LLM Agents via Consequence-Attributed Reinforcement Learning

Ziqi Lin, Ye Wu, Mengying Yang +4

Enterprise data agents answer business queries by chaining many tool calls over multiple reasoning steps, routinely accumulating hundreds of thousands of context tokens per session…