TRACE introduces a trajectory-level compression method using a Compressor-Reader pair that improves safety detection accuracy by up to 12.6 percentage points on ASSEBench, Pre-Ex-Bench, and R-Judge while degrading less on longer contexts.
LongSafety: Enhance Safety for Long-Context
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TRACE: Trajectory Risk-Aware Compression for Long-Horizon Agent Safety
TRACE introduces a trajectory-level compression method using a Compressor-Reader pair that improves safety detection accuracy by up to 12.6 percentage points on ASSEBench, Pre-Ex-Bench, and R-Judge while degrading less on longer contexts.