{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:OJNMMHFLBSXDZMV3FU2IMREC26","short_pith_number":"pith:OJNMMHFL","canonical_record":{"source":{"id":"2606.00005","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-03-26T20:38:21Z","cross_cats_sorted":[],"title_canon_sha256":"4b979d2aa20f7d49bd9d4b65f720f49af4000c0633c157eab1072a95dd2d125f","abstract_canon_sha256":"2e2ccf61b786d53ed4ac3af56f0f468f25731b9db1138e8356e19db002749e10"},"schema_version":"1.0"},"canonical_sha256":"725ac61cab0cae3cb2bb2d34864482d7b4ed3dda5132e3c33f39bde1cf83eeca","source":{"kind":"arxiv","id":"2606.00005","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.00005","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"arxiv_version","alias_value":"2606.00005v1","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.00005","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_12","alias_value":"OJNMMHFLBSXD","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_16","alias_value":"OJNMMHFLBSXDZMV3","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_8","alias_value":"OJNMMHFL","created_at":"2026-06-02T00:03:12Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:OJNMMHFLBSXDZMV3FU2IMREC26","target":"record","payload":{"canonical_record":{"source":{"id":"2606.00005","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-03-26T20:38:21Z","cross_cats_sorted":[],"title_canon_sha256":"4b979d2aa20f7d49bd9d4b65f720f49af4000c0633c157eab1072a95dd2d125f","abstract_canon_sha256":"2e2ccf61b786d53ed4ac3af56f0f468f25731b9db1138e8356e19db002749e10"},"schema_version":"1.0"},"canonical_sha256":"725ac61cab0cae3cb2bb2d34864482d7b4ed3dda5132e3c33f39bde1cf83eeca","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-06-02T00:03:12.003469Z","signature_b64":"jwMJGYMPsFD02QHX6bPq3/wI1OIS9TFmBUhM5qM3+rmgp/DBKOqMLSfLFpxRemj3R28tCHwo/6YrsTxa08wLCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"725ac61cab0cae3cb2bb2d34864482d7b4ed3dda5132e3c33f39bde1cf83eeca","last_reissued_at":"2026-06-02T00:03:12.002917Z","signature_status":"signed_v1","first_computed_at":"2026-06-02T00:03:12.002917Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2606.00005","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-02T00:03:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"CrEWjYMFFgb6JJxKsNzE5vZN4451mQ4G80ipI5GvBE8l64DVFXgeyc2qRC1tL+qgEZWfg4O/BJAr1PO2xXnXDg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T16:29:38.184498Z"},"content_sha256":"533c464e2d0ef02b921328997f7b6c5a5fc7dc2229476cc678eb2cdb526d2f45","schema_version":"1.0","event_id":"sha256:533c464e2d0ef02b921328997f7b6c5a5fc7dc2229476cc678eb2cdb526d2f45"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:OJNMMHFLBSXDZMV3FU2IMREC26","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"VD Doske","submitted_at":"2026-03-26T20:38:21Z","abstract_excerpt":"We present the Consilium Protocol, a Byzantine Fault Tolerance-derived architecture for structured multi-model AI deliberation that treats inter-model disagreement as epistemic signal rather than error. The protocol assigns engineered cognitive personas to language models -- separating what a model is from how it reasons -- and introduces an In-Sample/Out-of-Sample validation framework adapted from quantitative finance to distinguish training-data consensus from empirically grounded conclusions. Across 1,478 deliberation sessions spanning 32 topics in 10 domain categories, we demonstrate that "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.00005","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2606.00005/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-06-02T00:03:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"34sAx7ymjDNPEMbehLveSRe9R9NDBE+gwXktw0A0ZZrn2RbKpYpEBoBOKbf34hh7NxozP4cwNDLJs4h2ntYQAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-06T16:29:38.184985Z"},"content_sha256":"2f822901c8365331e81a31114e94571cca782b0685c7d707dfe7531f9add4b08","schema_version":"1.0","event_id":"sha256:2f822901c8365331e81a31114e94571cca782b0685c7d707dfe7531f9add4b08"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OJNMMHFLBSXDZMV3FU2IMREC26/bundle.json","state_url":"https://pith.science/pith/OJNMMHFLBSXDZMV3FU2IMREC26/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OJNMMHFLBSXDZMV3FU2IMREC26/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-06T16:29:38Z","links":{"resolver":"https://pith.science/pith/OJNMMHFLBSXDZMV3FU2IMREC26","bundle":"https://pith.science/pith/OJNMMHFLBSXDZMV3FU2IMREC26/bundle.json","state":"https://pith.science/pith/OJNMMHFLBSXDZMV3FU2IMREC26/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OJNMMHFLBSXDZMV3FU2IMREC26/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:OJNMMHFLBSXDZMV3FU2IMREC26","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":"2e2ccf61b786d53ed4ac3af56f0f468f25731b9db1138e8356e19db002749e10","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-03-26T20:38:21Z","title_canon_sha256":"4b979d2aa20f7d49bd9d4b65f720f49af4000c0633c157eab1072a95dd2d125f"},"schema_version":"1.0","source":{"id":"2606.00005","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.00005","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"arxiv_version","alias_value":"2606.00005v1","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.00005","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_12","alias_value":"OJNMMHFLBSXD","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_16","alias_value":"OJNMMHFLBSXDZMV3","created_at":"2026-06-02T00:03:12Z"},{"alias_kind":"pith_short_8","alias_value":"OJNMMHFL","created_at":"2026-06-02T00:03:12Z"}],"graph_snapshots":[{"event_id":"sha256:2f822901c8365331e81a31114e94571cca782b0685c7d707dfe7531f9add4b08","target":"graph","created_at":"2026-06-02T00:03:12Z","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/2606.00005/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present the Consilium Protocol, a Byzantine Fault Tolerance-derived architecture for structured multi-model AI deliberation that treats inter-model disagreement as epistemic signal rather than error. The protocol assigns engineered cognitive personas to language models -- separating what a model is from how it reasons -- and introduces an In-Sample/Out-of-Sample validation framework adapted from quantitative finance to distinguish training-data consensus from empirically grounded conclusions. Across 1,478 deliberation sessions spanning 32 topics in 10 domain categories, we demonstrate that ","authors_text":"VD Doske","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-03-26T20:38:21Z","title":"Emergent Collaborative Deliberation in Multi-Model AI Systems: A BFT-Derived Protocol for Epistemic Synthesis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.00005","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":"sha256:533c464e2d0ef02b921328997f7b6c5a5fc7dc2229476cc678eb2cdb526d2f45","target":"record","created_at":"2026-06-02T00:03:12Z","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":"2e2ccf61b786d53ed4ac3af56f0f468f25731b9db1138e8356e19db002749e10","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2026-03-26T20:38:21Z","title_canon_sha256":"4b979d2aa20f7d49bd9d4b65f720f49af4000c0633c157eab1072a95dd2d125f"},"schema_version":"1.0","source":{"id":"2606.00005","kind":"arxiv","version":1}},"canonical_sha256":"725ac61cab0cae3cb2bb2d34864482d7b4ed3dda5132e3c33f39bde1cf83eeca","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"725ac61cab0cae3cb2bb2d34864482d7b4ed3dda5132e3c33f39bde1cf83eeca","first_computed_at":"2026-06-02T00:03:12.002917Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-02T00:03:12.002917Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jwMJGYMPsFD02QHX6bPq3/wI1OIS9TFmBUhM5qM3+rmgp/DBKOqMLSfLFpxRemj3R28tCHwo/6YrsTxa08wLCw==","signature_status":"signed_v1","signed_at":"2026-06-02T00:03:12.003469Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.00005","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:533c464e2d0ef02b921328997f7b6c5a5fc7dc2229476cc678eb2cdb526d2f45","sha256:2f822901c8365331e81a31114e94571cca782b0685c7d707dfe7531f9add4b08"],"state_sha256":"128c4347ee9d99782ffc362d3b0efbf744e90531efabf2b7189ead490d96e885"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"KD0IFUsyY3lMPLATebnOafjl4dKfIodnXtjUnY2JgCuzXgxj71crHTomAZfV+uuxiA/HgPAPJcpCY3D+NPIFBQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-06T16:29:38.188753Z","bundle_sha256":"ef5e255d87ddb73dd377f6a23fcf4951a2a0e0acdf636a543b146a02bc74c636"}}