AIBullisharXiv – CS AI · 10h ago7/10
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Slipstream: Trajectory-Grounded Compaction Validation for Long-Horizon Agents
Researchers introduce Slipstream, a system that validates LLM agent trajectory compression by running compaction asynchronously alongside continued agent execution, enabling independent validation of summarized context. The approach improves task accuracy by up to 8.8 percentage points while reducing latency by 39.7% on long-horizon coding and web-browsing tasks.