{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:R4PC5LNRY4DKFPT24CY6UB2ISS","short_pith_number":"pith:R4PC5LNR","canonical_record":{"source":{"id":"2312.04792","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2023-12-08T02:06:55Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"1062b73042599fe7e8d51b75e6c4268c520aa2a0327eca91b4ac56a472b0bc3d","abstract_canon_sha256":"6cdd5680e706b7c7ced411234d166a3cde98e9e2c59513d7951accb6f09e21a7"},"schema_version":"1.0"},"canonical_sha256":"8f1e2eadb1c706a2be7ae0b1ea074894aff5cc6ecbad1c61b77cb54bd5d6f622","source":{"kind":"arxiv","id":"2312.04792","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.04792","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"arxiv_version","alias_value":"2312.04792v4","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.04792","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_12","alias_value":"R4PC5LNRY4DK","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_16","alias_value":"R4PC5LNRY4DKFPT2","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_8","alias_value":"R4PC5LNR","created_at":"2026-07-05T08:42:31Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:R4PC5LNRY4DKFPT24CY6UB2ISS","target":"record","payload":{"canonical_record":{"source":{"id":"2312.04792","kind":"arxiv","version":4},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2023-12-08T02:06:55Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"1062b73042599fe7e8d51b75e6c4268c520aa2a0327eca91b4ac56a472b0bc3d","abstract_canon_sha256":"6cdd5680e706b7c7ced411234d166a3cde98e9e2c59513d7951accb6f09e21a7"},"schema_version":"1.0"},"canonical_sha256":"8f1e2eadb1c706a2be7ae0b1ea074894aff5cc6ecbad1c61b77cb54bd5d6f622","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:42:31.321062Z","signature_b64":"kBS37kIzYYzVMC6E40UZow5tSP/1aQhi3XlR4pjOfYMPVmWa2yLD2QdlSGBva+pNLToFr2XMqUH4MUmzeb92Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"8f1e2eadb1c706a2be7ae0b1ea074894aff5cc6ecbad1c61b77cb54bd5d6f622","last_reissued_at":"2026-07-05T08:42:31.320646Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:42:31.320646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2312.04792","source_version":4,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:42:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7SiTN3UZ1sP9kN1TizvOdu5gU8yA0vYW8q23sprH/wmEATGfLrMJjeLsByWws8cE8TsZdVXIUX6rUTBZok8RCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-02T04:10:12.514886Z"},"content_sha256":"4adb9a75627e72ff8dfad58dab50c2bde416e8c47052f9c5ed9f8ac66b2c3dfd","schema_version":"1.0","event_id":"sha256:4adb9a75627e72ff8dfad58dab50c2bde416e8c47052f9c5ed9f8ac66b2c3dfd"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:R4PC5LNRY4DKFPT24CY6UB2ISS","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Playing Large Games with Oracles and AI Debate","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.GT","authors_text":"Angelica Chen, Dean Foster, Elad Hazan, Xinyi Chen","submitted_at":"2023-12-08T02:06:55Z","abstract_excerpt":"We consider regret minimization in repeated games with a very large number of actions. Such games are inherent in the setting of AI Safety via Debate \\cite{irving2018ai}, and more generally games whose actions are language-based. Existing algorithms for online game playing require per-iteration computation polynomial in the number of actions, which can be prohibitive for large games.\n  We thus consider oracle-based algorithms, as oracles naturally model access to AI agents. With oracle access, we characterize when internal and external regret can be minimized efficiently. We give a novel effic"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.04792","kind":"arxiv","version":4},"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/2312.04792/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":"2026-07-05T08:42:31Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"JBVilsxuJo8qvbFjztLGVVXrK1P5PnIxC4DCnEApIzYUSU9CpWKoA25KZdtFE0YWxVTIxfNmxN5sLXOUPZ98CQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-02T04:10:12.515185Z"},"content_sha256":"4b71315ed3cf9777cf3688e11e6024191b87688a43998b39b35f125fcee9f156","schema_version":"1.0","event_id":"sha256:4b71315ed3cf9777cf3688e11e6024191b87688a43998b39b35f125fcee9f156"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/bundle.json","state_url":"https://pith.science/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/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":"2026-08-02T04:10:12Z","links":{"resolver":"https://pith.science/pith/R4PC5LNRY4DKFPT24CY6UB2ISS","bundle":"https://pith.science/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/bundle.json","state":"https://pith.science/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/state.json","well_known_bundle":"https://pith.science/.well-known/pith/R4PC5LNRY4DKFPT24CY6UB2ISS/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:R4PC5LNRY4DKFPT24CY6UB2ISS","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":"6cdd5680e706b7c7ced411234d166a3cde98e9e2c59513d7951accb6f09e21a7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2023-12-08T02:06:55Z","title_canon_sha256":"1062b73042599fe7e8d51b75e6c4268c520aa2a0327eca91b4ac56a472b0bc3d"},"schema_version":"1.0","source":{"id":"2312.04792","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.04792","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"arxiv_version","alias_value":"2312.04792v4","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.04792","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_12","alias_value":"R4PC5LNRY4DK","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_16","alias_value":"R4PC5LNRY4DKFPT2","created_at":"2026-07-05T08:42:31Z"},{"alias_kind":"pith_short_8","alias_value":"R4PC5LNR","created_at":"2026-07-05T08:42:31Z"}],"graph_snapshots":[{"event_id":"sha256:4b71315ed3cf9777cf3688e11e6024191b87688a43998b39b35f125fcee9f156","target":"graph","created_at":"2026-07-05T08:42:31Z","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/2312.04792/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We consider regret minimization in repeated games with a very large number of actions. Such games are inherent in the setting of AI Safety via Debate \\cite{irving2018ai}, and more generally games whose actions are language-based. Existing algorithms for online game playing require per-iteration computation polynomial in the number of actions, which can be prohibitive for large games.\n  We thus consider oracle-based algorithms, as oracles naturally model access to AI agents. With oracle access, we characterize when internal and external regret can be minimized efficiently. We give a novel effic","authors_text":"Angelica Chen, Dean Foster, Elad Hazan, Xinyi Chen","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2023-12-08T02:06:55Z","title":"Playing Large Games with Oracles and AI Debate"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.04792","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":"sha256:4adb9a75627e72ff8dfad58dab50c2bde416e8c47052f9c5ed9f8ac66b2c3dfd","target":"record","created_at":"2026-07-05T08:42:31Z","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":"6cdd5680e706b7c7ced411234d166a3cde98e9e2c59513d7951accb6f09e21a7","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2023-12-08T02:06:55Z","title_canon_sha256":"1062b73042599fe7e8d51b75e6c4268c520aa2a0327eca91b4ac56a472b0bc3d"},"schema_version":"1.0","source":{"id":"2312.04792","kind":"arxiv","version":4}},"canonical_sha256":"8f1e2eadb1c706a2be7ae0b1ea074894aff5cc6ecbad1c61b77cb54bd5d6f622","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"8f1e2eadb1c706a2be7ae0b1ea074894aff5cc6ecbad1c61b77cb54bd5d6f622","first_computed_at":"2026-07-05T08:42:31.320646Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:42:31.320646Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kBS37kIzYYzVMC6E40UZow5tSP/1aQhi3XlR4pjOfYMPVmWa2yLD2QdlSGBva+pNLToFr2XMqUH4MUmzeb92Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:42:31.321062Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.04792","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4adb9a75627e72ff8dfad58dab50c2bde416e8c47052f9c5ed9f8ac66b2c3dfd","sha256:4b71315ed3cf9777cf3688e11e6024191b87688a43998b39b35f125fcee9f156"],"state_sha256":"331131870ee64b8e2358deca68e43bfb55567a1301e6d7b250cbf1a6a23cfc95"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Ai4J/G2w4m/FOzaorOBbVSdmwK6lPAhaOYiMqjCTROaDIqcfB6/1it0jtvqrHQohPf4s7EKsXeSy6TsfJZ/kBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-02T04:10:12.517737Z","bundle_sha256":"89125ddf4de24bab169caf66de8406f685e885726b7c82e341ba6801a7ce0dd6"}}