TRACE: Trajectory Risk-Aware Compression for Long-Horizon Agent Safety

Zhepei Hong, Lin Wang, Liting Li +5

Long-horizon LLM agents produce safety evidence across long trajectories, where sparse, delayed, and compositional risk signals often escape local moderation. Existing turn-level o…