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181 records found · page 10 of 10

  1. Journal article

    Attribution Is Scored on a Finished Trace: What Failure-Attribution Benchmarks Measure, What Cascade Containment Would Need, and Why Neither Result Bounds the Other

    A family of recent proposals aims to stop errors from spreading through LLM-based multi-agent systems: genealogy-graph governance over message dependencies, cross-channel causal monitoring, propagation-aware remediation of contaminated state, infection-aware safeguarding, and corrector…

    LOR-00001 Published 10 Sep 2026 11 views 29 downloads DOI 10.5281/zenodo.22750268