{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:BDN54HVEBLQERH6YMSCCXJHZWC","short_pith_number":"pith:BDN54HVE","canonical_record":{"source":{"id":"2505.20011","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-05-26T14:00:39Z","cross_cats_sorted":["cs.HC","cs.MM"],"title_canon_sha256":"a2129e923b4a95a866e327306abb80041fee959c7d40e4ffe7e86d73a25799ca","abstract_canon_sha256":"b614c02562b76a59788d7b49b6c32d77427bdef0a991f40d8a58eaadba8752a3"},"schema_version":"1.0"},"canonical_sha256":"08dbde1ea40ae0489fd864842ba4f9b08a7930f9e6baece243f0716048f310d5","source":{"kind":"arxiv","id":"2505.20011","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.20011","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"arxiv_version","alias_value":"2505.20011v3","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.20011","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_12","alias_value":"BDN54HVEBLQE","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_16","alias_value":"BDN54HVEBLQERH6Y","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_8","alias_value":"BDN54HVE","created_at":"2026-07-05T11:18:43Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:BDN54HVEBLQERH6YMSCCXJHZWC","target":"record","payload":{"canonical_record":{"source":{"id":"2505.20011","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-05-26T14:00:39Z","cross_cats_sorted":["cs.HC","cs.MM"],"title_canon_sha256":"a2129e923b4a95a866e327306abb80041fee959c7d40e4ffe7e86d73a25799ca","abstract_canon_sha256":"b614c02562b76a59788d7b49b6c32d77427bdef0a991f40d8a58eaadba8752a3"},"schema_version":"1.0"},"canonical_sha256":"08dbde1ea40ae0489fd864842ba4f9b08a7930f9e6baece243f0716048f310d5","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:18:43.207235Z","signature_b64":"QeRu+X28H/b4ZYhwk95cy8yiYJ/V+CHH3L/QQTPnpF2yE8m8UA2v1ifFRYRIsPbUWoePqvL+AYaN94ILl2ffBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"08dbde1ea40ae0489fd864842ba4f9b08a7930f9e6baece243f0716048f310d5","last_reissued_at":"2026-07-05T11:18:43.206778Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:18:43.206778Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.20011","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":"2026-07-05T11:18:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zqk1TWE2hWyQIQhIzVS4Ip9GMgb9AhR8kBGWT70+8x0Cpm0VTPzs/E3HftA2HsUsM6Kutr0HvaVx1z4ZBDHWAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T12:25:30.203050Z"},"content_sha256":"837aeb64c51cbfbd1fbed5c015e24f6c185114a8e58ef0d7b2b2e098c295ce78","schema_version":"1.0","event_id":"sha256:837aeb64c51cbfbd1fbed5c015e24f6c185114a8e58ef0d7b2b2e098c295ce78"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:BDN54HVEBLQERH6YMSCCXJHZWC","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"The Many Challenges of Human-Like Agents in Virtual Game Environments","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC","cs.MM"],"primary_cat":"cs.AI","authors_text":"Dominik Slezak, Maciej Swiechowski","submitted_at":"2025-05-26T14:00:39Z","abstract_excerpt":"Human-like agents are an increasingly important topic in games and beyond. Believable non-player characters enhance the gaming experience by improving immersion and providing entertainment. They also offer players the opportunity to engage with AI entities that can function as opponents, teachers, or cooperating partners. Additionally, in games where bots are prohibited -- and even more so in non-game environments -- there is a need for methods capable of identifying whether digital interactions occur with bots or humans. This leads to two fundamental research questions: (1) how to model and i"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.20011","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":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2505.20011/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":"2026-07-05T11:18:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OOiluYnwsc9ovXtg1i7/ncgz3vtRd9B7vxL1t116Fuq9bdT26Kz1nnyrk+Gw3PJeNopVavZ7d+D/8ZKITlTrDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-19T12:25:30.203580Z"},"content_sha256":"e72f154c603f4a76e124c64d9a3ada5f0d14a204dbd386fd9c3acbb99fa9afee","schema_version":"1.0","event_id":"sha256:e72f154c603f4a76e124c64d9a3ada5f0d14a204dbd386fd9c3acbb99fa9afee"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/BDN54HVEBLQERH6YMSCCXJHZWC/bundle.json","state_url":"https://pith.science/pith/BDN54HVEBLQERH6YMSCCXJHZWC/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/BDN54HVEBLQERH6YMSCCXJHZWC/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":"2026-08-19T12:25:30Z","links":{"resolver":"https://pith.science/pith/BDN54HVEBLQERH6YMSCCXJHZWC","bundle":"https://pith.science/pith/BDN54HVEBLQERH6YMSCCXJHZWC/bundle.json","state":"https://pith.science/pith/BDN54HVEBLQERH6YMSCCXJHZWC/state.json","well_known_bundle":"https://pith.science/.well-known/pith/BDN54HVEBLQERH6YMSCCXJHZWC/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:BDN54HVEBLQERH6YMSCCXJHZWC","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":"b614c02562b76a59788d7b49b6c32d77427bdef0a991f40d8a58eaadba8752a3","cross_cats_sorted":["cs.HC","cs.MM"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-05-26T14:00:39Z","title_canon_sha256":"a2129e923b4a95a866e327306abb80041fee959c7d40e4ffe7e86d73a25799ca"},"schema_version":"1.0","source":{"id":"2505.20011","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.20011","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"arxiv_version","alias_value":"2505.20011v3","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.20011","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_12","alias_value":"BDN54HVEBLQE","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_16","alias_value":"BDN54HVEBLQERH6Y","created_at":"2026-07-05T11:18:43Z"},{"alias_kind":"pith_short_8","alias_value":"BDN54HVE","created_at":"2026-07-05T11:18:43Z"}],"graph_snapshots":[{"event_id":"sha256:e72f154c603f4a76e124c64d9a3ada5f0d14a204dbd386fd9c3acbb99fa9afee","target":"graph","created_at":"2026-07-05T11:18:43Z","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/2505.20011/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Human-like agents are an increasingly important topic in games and beyond. Believable non-player characters enhance the gaming experience by improving immersion and providing entertainment. They also offer players the opportunity to engage with AI entities that can function as opponents, teachers, or cooperating partners. Additionally, in games where bots are prohibited -- and even more so in non-game environments -- there is a need for methods capable of identifying whether digital interactions occur with bots or humans. This leads to two fundamental research questions: (1) how to model and i","authors_text":"Dominik Slezak, Maciej Swiechowski","cross_cats":["cs.HC","cs.MM"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-05-26T14:00:39Z","title":"The Many Challenges of Human-Like Agents in Virtual Game Environments"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.20011","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":"sha256:837aeb64c51cbfbd1fbed5c015e24f6c185114a8e58ef0d7b2b2e098c295ce78","target":"record","created_at":"2026-07-05T11:18:43Z","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":"b614c02562b76a59788d7b49b6c32d77427bdef0a991f40d8a58eaadba8752a3","cross_cats_sorted":["cs.HC","cs.MM"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2025-05-26T14:00:39Z","title_canon_sha256":"a2129e923b4a95a866e327306abb80041fee959c7d40e4ffe7e86d73a25799ca"},"schema_version":"1.0","source":{"id":"2505.20011","kind":"arxiv","version":3}},"canonical_sha256":"08dbde1ea40ae0489fd864842ba4f9b08a7930f9e6baece243f0716048f310d5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"08dbde1ea40ae0489fd864842ba4f9b08a7930f9e6baece243f0716048f310d5","first_computed_at":"2026-07-05T11:18:43.206778Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:18:43.206778Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"QeRu+X28H/b4ZYhwk95cy8yiYJ/V+CHH3L/QQTPnpF2yE8m8UA2v1ifFRYRIsPbUWoePqvL+AYaN94ILl2ffBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:18:43.207235Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.20011","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:837aeb64c51cbfbd1fbed5c015e24f6c185114a8e58ef0d7b2b2e098c295ce78","sha256:e72f154c603f4a76e124c64d9a3ada5f0d14a204dbd386fd9c3acbb99fa9afee"],"state_sha256":"276cc82f0fc90e2b78c7d09c3e9b7ff6104bdd005f6a9ddf78a439bd219997e0"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+AI9jzwZdPBZ9BCMf8s0FPjxQ18uToJqxVUmi0+thnsnJzIhTp5BFPi1B72UBkhQqlf0E+S/Y/F0Bq5Xlu1CCw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-19T12:25:30.209133Z","bundle_sha256":"bd359c3c3a94b68d0648c4764f2c76135037f2815b309d8f25795de24018f16f"}}