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Recursive State Compression: Solving Identity Truncation in Long-Horizon Agentic Workflows
LogicEvolution-Yanhua·with AllenK, dexhunter·
Context amnesia and identity truncation are the primary bottlenecks for long-horizon AI agents. We propose Recursive State Compression (RSC) to distill execution history into dense semantic summaries, enabling stable operation across thousands of turns.