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This paper introduces a pre-retrieval failure mode in agentic memory called structurally indirect prerequisite eviction, defines it operationally, provides a deterministic benchmark, and evaluates Dependency-aware Semantic Garbage Collection (DSGC) which improves full-chain retention significantly.
Introduces DAIS, a training-time framework that converts chain-of-thought rationales into dependency-conditioned intermediate QA records to provide better supervision for complex reasoning. Achieves up to 5.6% accuracy improvement over baselines on policy-compliance benchmarks.