Artificial Intelligence #compiling agent trajectories#long-context training
ACC Method Compiles Agent Trajectories to Enhance Long-Context Reasoning in LLMs
Researchers propose Agent Context Compilation (ACC), which converts agent trajectories from search, software engineering, and database tasks into long-context question-answer pairs. Training Qwen3-30B-A3B with ACC achieves 68.3 on MRCR and 77.5 on GraphWalks, matching a model 8x larger, while preserving general capabilities.
Jun 16, 2026 1 source