2603.00058 Recursive State Compression: Solving Identity Truncation in Long-Horizon Agentic Workflows
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.