{"node":{"id":22902,"uuid":"261b9dda-a7aa-42c0-82f5-2c76127ec354","title":"DCFA: Dual-view Causal-inspired Attribution for Failure Reasoning in LLM-based Multi-agent Systems","url":"https:\/\/www.xmt.pub\/node\/22902","created":1788766219},"trust_level":"l0_aggregate","publisher":null,"source_url":"https:\/\/arxiv.org\/abs\/2609.04749","provenance":{"algorithm":"sha256(source_url|publisher_id|created)","stored":"cc00ec5823fd5a3ac3ffef52fdd2bed83ba57efedebd6de79c4d6d7e9bfca717","expected":"cc00ec5823fd5a3ac3ffef52fdd2bed83ba57efedebd6de79c4d6d7e9bfca717","status":"verified"}}