{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2015:3FSFUBY4ORSZ65LXRZNGD5HQ5L","short_pith_number":"pith:3FSFUBY4","canonical_record":{"source":{"id":"1503.05988","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-20T04:35:44Z","cross_cats_sorted":[],"title_canon_sha256":"894df1b37ea6b3ac90b085badf47dd0de807209175ae52bdd0bd72d130453ee3","abstract_canon_sha256":"46112c445201fd4c6421112db5ebbfe019fe7140fec8491e128d733e4b71873f"},"schema_version":"1.0"},"canonical_sha256":"d9645a071c74659f75778e5a61f4f0eacfdfbcb1f995cc654f8f26aa2e47793d","source":{"kind":"arxiv","id":"1503.05988","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1503.05988","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"arxiv_version","alias_value":"1503.05988v3","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1503.05988","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"pith_short_12","alias_value":"3FSFUBY4ORSZ","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_16","alias_value":"3FSFUBY4ORSZ65LX","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_8","alias_value":"3FSFUBY4","created_at":"2026-05-18T12:29:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2015:3FSFUBY4ORSZ65LXRZNGD5HQ5L","target":"record","payload":{"canonical_record":{"source":{"id":"1503.05988","kind":"arxiv","version":3},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-20T04:35:44Z","cross_cats_sorted":[],"title_canon_sha256":"894df1b37ea6b3ac90b085badf47dd0de807209175ae52bdd0bd72d130453ee3","abstract_canon_sha256":"46112c445201fd4c6421112db5ebbfe019fe7140fec8491e128d733e4b71873f"},"schema_version":"1.0"},"canonical_sha256":"d9645a071c74659f75778e5a61f4f0eacfdfbcb1f995cc654f8f26aa2e47793d","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T01:20:50.540690Z","signature_b64":"4XVbeq3CYcD/kgRlnSKi5dHXWKQ58fRZCDviUTDmjU77jKaJtBPkbPu/db+8sn/MmAJSL8843XnDDalek5bUCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d9645a071c74659f75778e5a61f4f0eacfdfbcb1f995cc654f8f26aa2e47793d","last_reissued_at":"2026-05-18T01:20:50.540276Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T01:20:50.540276Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1503.05988","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T01:20:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fwywO4WUZOK/zoafujNk7AjrftKx1aBDpv6xNP/VYht2oVEu0pOgk4htZ3ufBhrbbs4fGUlaqgJXATGj6lAYDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T06:39:33.168313Z"},"content_sha256":"4965c5e78132178f610078793fa794c78a11c01739998007f4d2d745aebacaf7","schema_version":"1.0","event_id":"sha256:4965c5e78132178f610078793fa794c78a11c01739998007f4d2d745aebacaf7"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2015:3FSFUBY4ORSZ65LXRZNGD5HQ5L","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Algorithmic Bayesian Persuasion","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.GT","authors_text":"Haifeng Xu, Shaddin Dughmi","submitted_at":"2015-03-20T04:35:44Z","abstract_excerpt":"Persuasion, defined as the act of exploiting an informational advantage in order to effect the decisions of others, is ubiquitous. Indeed, persuasive communication has been estimated to account for almost a third of all economic activity in the US. This paper examines persuasion through a computational lens, focusing on what is perhaps the most basic and fundamental model in this space: the celebrated Bayesian persuasion model of Kamenica and Gentzkow. Here there are two players, a sender and a receiver. The receiver must take one of a number of actions with a-priori unknown payoff, and the se"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1503.05988","kind":"arxiv","version":3},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"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":"2026-05-18T01:20:50Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VW5uNXIFXTHLPxndSQXWrNxgIwq3ShlXGLRBuOj1dPCqWe50iYG+ydqjwqFNbaASFYC6DheX8YVqXPqNbCdqBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-26T06:39:33.169050Z"},"content_sha256":"2e34f5083b45178100d710b54ab88f330b2081eb7ef7eb6ab73cc4c4da5bcde3","schema_version":"1.0","event_id":"sha256:2e34f5083b45178100d710b54ab88f330b2081eb7ef7eb6ab73cc4c4da5bcde3"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/bundle.json","state_url":"https://pith.science/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/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":"2026-05-26T06:39:33Z","links":{"resolver":"https://pith.science/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L","bundle":"https://pith.science/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/bundle.json","state":"https://pith.science/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3FSFUBY4ORSZ65LXRZNGD5HQ5L/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2015:3FSFUBY4ORSZ65LXRZNGD5HQ5L","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":"46112c445201fd4c6421112db5ebbfe019fe7140fec8491e128d733e4b71873f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-20T04:35:44Z","title_canon_sha256":"894df1b37ea6b3ac90b085badf47dd0de807209175ae52bdd0bd72d130453ee3"},"schema_version":"1.0","source":{"id":"1503.05988","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1503.05988","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"arxiv_version","alias_value":"1503.05988v3","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1503.05988","created_at":"2026-05-18T01:20:50Z"},{"alias_kind":"pith_short_12","alias_value":"3FSFUBY4ORSZ","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_16","alias_value":"3FSFUBY4ORSZ65LX","created_at":"2026-05-18T12:29:02Z"},{"alias_kind":"pith_short_8","alias_value":"3FSFUBY4","created_at":"2026-05-18T12:29:02Z"}],"graph_snapshots":[{"event_id":"sha256:2e34f5083b45178100d710b54ab88f330b2081eb7ef7eb6ab73cc4c4da5bcde3","target":"graph","created_at":"2026-05-18T01:20:50Z","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":"Persuasion, defined as the act of exploiting an informational advantage in order to effect the decisions of others, is ubiquitous. Indeed, persuasive communication has been estimated to account for almost a third of all economic activity in the US. This paper examines persuasion through a computational lens, focusing on what is perhaps the most basic and fundamental model in this space: the celebrated Bayesian persuasion model of Kamenica and Gentzkow. Here there are two players, a sender and a receiver. The receiver must take one of a number of actions with a-priori unknown payoff, and the se","authors_text":"Haifeng Xu, Shaddin Dughmi","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-20T04:35:44Z","title":"Algorithmic Bayesian Persuasion"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1503.05988","kind":"arxiv","version":3},"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":"sha256:4965c5e78132178f610078793fa794c78a11c01739998007f4d2d745aebacaf7","target":"record","created_at":"2026-05-18T01:20:50Z","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":"46112c445201fd4c6421112db5ebbfe019fe7140fec8491e128d733e4b71873f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.GT","submitted_at":"2015-03-20T04:35:44Z","title_canon_sha256":"894df1b37ea6b3ac90b085badf47dd0de807209175ae52bdd0bd72d130453ee3"},"schema_version":"1.0","source":{"id":"1503.05988","kind":"arxiv","version":3}},"canonical_sha256":"d9645a071c74659f75778e5a61f4f0eacfdfbcb1f995cc654f8f26aa2e47793d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d9645a071c74659f75778e5a61f4f0eacfdfbcb1f995cc654f8f26aa2e47793d","first_computed_at":"2026-05-18T01:20:50.540276Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T01:20:50.540276Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4XVbeq3CYcD/kgRlnSKi5dHXWKQ58fRZCDviUTDmjU77jKaJtBPkbPu/db+8sn/MmAJSL8843XnDDalek5bUCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T01:20:50.540690Z","signed_message":"canonical_sha256_bytes"},"source_id":"1503.05988","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:4965c5e78132178f610078793fa794c78a11c01739998007f4d2d745aebacaf7","sha256:2e34f5083b45178100d710b54ab88f330b2081eb7ef7eb6ab73cc4c4da5bcde3"],"state_sha256":"031eea5780457241959fdd2c6449900ff5a542c1bf1f8c7ef7344a5331bafff0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Aut/aLYkae5hNUCkYgu/emHYBxyrLhXeGFqPd8NurfghDvvN8UApcDx43p1R7cnsiKkHCm+8J+t2x+oOhLfQAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-26T06:39:33.173101Z","bundle_sha256":"b9a0f3dadc40e6c8dbb199e478d79dd70a80e8d1feaee3a4a6bf242d7aff890f"}}