{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:VCMBVGLJI7QP5BJPTT3SABIJ2X","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"1bcb85c29530aa5a2b7dfd7be3dc31ef3ef103f60120a03c9b04e18a158b729e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-21T23:17:03Z","title_canon_sha256":"942a18f3eb67a18aaae5fef8f522f7701fcbdbc29109e158c18528a8f3497434"},"schema_version":"1.0","source":{"id":"2605.23099","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.23099","created_at":"2026-05-25T02:01:38Z"},{"alias_kind":"arxiv_version","alias_value":"2605.23099v1","created_at":"2026-05-25T02:01:38Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.23099","created_at":"2026-05-25T02:01:38Z"},{"alias_kind":"pith_short_12","alias_value":"VCMBVGLJI7QP","created_at":"2026-05-25T02:01:38Z"},{"alias_kind":"pith_short_16","alias_value":"VCMBVGLJI7QP5BJP","created_at":"2026-05-25T02:01:38Z"},{"alias_kind":"pith_short_8","alias_value":"VCMBVGLJ","created_at":"2026-05-25T02:01:38Z"}],"graph_snapshots":[{"event_id":"sha256:f52cf1211cd9757dd53a27c4434cd31795c15c7d55960f969d737a011f982078","target":"graph","created_at":"2026-05-25T02:01:38Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2605.23099/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Multi-Agent Debate (MAD) improves LLM-agent accuracy but suffers from rapid context growth, limiting scalability in larger multi-agent settings. Existing methods prune low-utility communications using prior signals, such as token-level log-likelihoods or LLM self-reported confidence. However, these signals become unreliable under hallucination, degrading the accuracy of MAD methods that rely on them. We propose SVR-MAD, a Bayesian-inspired MAD framework that treats pre-debate signals as priors and debate outcomes as posterior-style evidence for estimating agent correctness. SVR-MAD uses this e","authors_text":"Michael Mitzenmacher, Minghao Li, Minlan Yu, Rana Shahout, Weifan Jiang, Yilun Du, Zhenting Qi","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-21T23:17:03Z","title":"SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.23099","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:0d4f0e10be0adaba694bc82f0b08b795d0f15c4e9e9dab21301e14188794b238","target":"record","created_at":"2026-05-25T02:01:38Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"1bcb85c29530aa5a2b7dfd7be3dc31ef3ef103f60120a03c9b04e18a158b729e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.MA","submitted_at":"2026-05-21T23:17:03Z","title_canon_sha256":"942a18f3eb67a18aaae5fef8f522f7701fcbdbc29109e158c18528a8f3497434"},"schema_version":"1.0","source":{"id":"2605.23099","kind":"arxiv","version":1}},"canonical_sha256":"a8981a996947e0fe852f9cf7200509d5e8077c70f329f1922e186f89e3a1c8fa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"a8981a996947e0fe852f9cf7200509d5e8077c70f329f1922e186f89e3a1c8fa","first_computed_at":"2026-05-25T02:01:38.178114Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-25T02:01:38.178114Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"vZElA8mASRopCzMUIim9HTMRXw7uryuRcU2+3DtlZK18SPmp7qDsTxucifqoDoRRjpGk9tkaLOBkwBQOmsUrDg==","signature_status":"signed_v1","signed_at":"2026-05-25T02:01:38.178598Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.23099","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:0d4f0e10be0adaba694bc82f0b08b795d0f15c4e9e9dab21301e14188794b238","sha256:f52cf1211cd9757dd53a27c4434cd31795c15c7d55960f969d737a011f982078"],"state_sha256":"d9e30e33e620b8fed5ec78a55f2139fc249974ba97b9fa8aaf6202ff3d3c783e"}