{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2011:QUYOMSYI2PZ5MMU7O4M3ZLEVMI","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":"dd706bceba03c033b9cef0a185d0726ef863b8b31b8bac2e817d603ddcf20761","cross_cats_sorted":["math.IT","math.ST","physics.data-an","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2011-03-12T01:32:24Z","title_canon_sha256":"7dfe1626a7c85a361798a8419553999d9111373faedc1a0627d1d8d07ef7a7ac"},"schema_version":"1.0","source":{"id":"1103.2411","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1103.2411","created_at":"2026-05-18T04:25:37Z"},{"alias_kind":"arxiv_version","alias_value":"1103.2411v4","created_at":"2026-05-18T04:25:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1103.2411","created_at":"2026-05-18T04:25:37Z"},{"alias_kind":"pith_short_12","alias_value":"QUYOMSYI2PZ5","created_at":"2026-05-18T12:26:39Z"},{"alias_kind":"pith_short_16","alias_value":"QUYOMSYI2PZ5MMU7","created_at":"2026-05-18T12:26:39Z"},{"alias_kind":"pith_short_8","alias_value":"QUYOMSYI","created_at":"2026-05-18T12:26:39Z"}],"graph_snapshots":[{"event_id":"sha256:2a96f3f0df821883f34b5be6e693ff80c40d108a65326de179d1ae0171c29c00","target":"graph","created_at":"2026-05-18T04:25:37Z","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"},"paper":{"abstract_excerpt":"This paper modifies Jaynes's axioms of plausible reasoning and derives the minimum relative entropy principle, Bayes's rule, as well as maximum likelihood from first principles. The new axioms, which I call the Optimum Information Principle, is applicable whenever the decision maker is given the data and the relevant background information. These axioms provide an answer to the question \"why maximize entropy when faced with incomplete information?\"","authors_text":"Alexis Akira Toda","cross_cats":["math.IT","math.ST","physics.data-an","stat.TH"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2011-03-12T01:32:24Z","title":"Unification of Maximum Entropy and Bayesian Inference via Plausible Reasoning"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1103.2411","kind":"arxiv","version":4},"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":"sha256:587618a7c1ca0c1df4c87eafa0224bf3f82114ff8bb256c8df59614d5c605cce","target":"record","created_at":"2026-05-18T04:25:37Z","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":"dd706bceba03c033b9cef0a185d0726ef863b8b31b8bac2e817d603ddcf20761","cross_cats_sorted":["math.IT","math.ST","physics.data-an","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.IT","submitted_at":"2011-03-12T01:32:24Z","title_canon_sha256":"7dfe1626a7c85a361798a8419553999d9111373faedc1a0627d1d8d07ef7a7ac"},"schema_version":"1.0","source":{"id":"1103.2411","kind":"arxiv","version":4}},"canonical_sha256":"8530e64b08d3f3d6329f7719bcac95620079e0f7988dd7c65ba3482a21fb6098","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8530e64b08d3f3d6329f7719bcac95620079e0f7988dd7c65ba3482a21fb6098","first_computed_at":"2026-05-18T04:25:37.557725Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T04:25:37.557725Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ioLs+9TtZ/WN4uVsYWag96uyipMZpkyka5QABRBhsA+x2vSlJmRFGYQbGMh7M33z1GoG/qscBzJKSgnDWMZHAA==","signature_status":"signed_v1","signed_at":"2026-05-18T04:25:37.558383Z","signed_message":"canonical_sha256_bytes"},"source_id":"1103.2411","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:587618a7c1ca0c1df4c87eafa0224bf3f82114ff8bb256c8df59614d5c605cce","sha256:2a96f3f0df821883f34b5be6e693ff80c40d108a65326de179d1ae0171c29c00"],"state_sha256":"09eb9017881cd2eea025b6882692b1b1da02874466719274e0b01d5d28ff0566"}