{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:2EOSHQLH2FVRMIE5C6SGCNTCCA","short_pith_number":"pith:2EOSHQLH","canonical_record":{"source":{"id":"2412.15701","kind":"arxiv","version":6},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-12-20T09:21:15Z","cross_cats_sorted":["cs.CL","cs.HC"],"title_canon_sha256":"7ce71d4c7954d183c0847a49d8a4972be398a2d6a4b897c9e3b949426b3e7ad0","abstract_canon_sha256":"0b52dd442028ded794dc2ff68482878988ebedce7b096fd1b14fd813cfd31e2b"},"schema_version":"1.0"},"canonical_sha256":"d11d23c167d16b16209d17a461366210109fbec52691ec88eac85c3f37726400","source":{"kind":"arxiv","id":"2412.15701","version":6},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.15701","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"arxiv_version","alias_value":"2412.15701v6","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.15701","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_12","alias_value":"2EOSHQLH2FVR","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_16","alias_value":"2EOSHQLH2FVRMIE5","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_8","alias_value":"2EOSHQLH","created_at":"2026-08-11T01:16:02Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:2EOSHQLH2FVRMIE5C6SGCNTCCA","target":"record","payload":{"canonical_record":{"source":{"id":"2412.15701","kind":"arxiv","version":6},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-12-20T09:21:15Z","cross_cats_sorted":["cs.CL","cs.HC"],"title_canon_sha256":"7ce71d4c7954d183c0847a49d8a4972be398a2d6a4b897c9e3b949426b3e7ad0","abstract_canon_sha256":"0b52dd442028ded794dc2ff68482878988ebedce7b096fd1b14fd813cfd31e2b"},"schema_version":"1.0"},"canonical_sha256":"d11d23c167d16b16209d17a461366210109fbec52691ec88eac85c3f37726400","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-08-11T01:16:02.109858Z","signature_b64":"uGCZomM2HsdnXawQ2SiuMrdHh2KKfABOhk+JjWeD/DEy/kjDp+cYyzEPUSblFMFvp6v6/th8HY0AFpqWI0y4CA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d11d23c167d16b16209d17a461366210109fbec52691ec88eac85c3f37726400","last_reissued_at":"2026-08-11T01:16:02.106803Z","signature_status":"signed_v1","first_computed_at":"2026-08-11T01:16:02.106803Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.15701","source_version":6,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-08-11T01:16:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"i2BYoYWuLeoSllyCp0pEN55Bf5yYl21zAqKBSNRMJ70irzGNGbuZzl5mQU1COgb9pZDUuw9D3LENUFwSGOmxAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T12:13:02.399857Z"},"content_sha256":"f717d5c28fa06e73fb269e03320a27448f33b3920576fbb178b8ce1c7625c7c9","schema_version":"1.0","event_id":"sha256:f717d5c28fa06e73fb269e03320a27448f33b3920576fbb178b8ce1c7625c7c9"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:2EOSHQLH2FVRMIE5C6SGCNTCCA","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.CL","cs.HC"],"primary_cat":"cs.AI","authors_text":"Diyi Yang, John Yang, Vinay Samuel, Yijia Shao, Yucheng Jiang","submitted_at":"2024-12-20T09:21:15Z","abstract_excerpt":"While the advancement of large language models has spurred the development of AI agents to automate tasks, numerous use cases inherently require agents to collaborate with humans due to humans' latent preferences, domain expertise, or the need for control. To facilitate the study of human-agent collaboration, we introduce Collaborative Gym (Co-Gym), an open framework for developing and evaluating collaborative agents that engage in bidirectional communication with humans while interacting with task environments. We describe how the framework enables the implementation of new task environments "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.15701","kind":"arxiv","version":6},"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/2412.15701/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":"2026-08-11T01:16:02Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"y55p0t6x3Bd7tNMioNw1sbKaIIIzqzhXJ/IwGdE7vNbVQODH3a2tOtPGwNHnHhCeptPCwrrOPK23TmnusDiEDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-21T12:13:02.400791Z"},"content_sha256":"fea314da457748beae309d0bbc7c1940ca15bf1888bfc8ddcb046318a637ae93","schema_version":"1.0","event_id":"sha256:fea314da457748beae309d0bbc7c1940ca15bf1888bfc8ddcb046318a637ae93"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/bundle.json","state_url":"https://pith.science/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/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":"2026-08-21T12:13:02Z","links":{"resolver":"https://pith.science/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA","bundle":"https://pith.science/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/bundle.json","state":"https://pith.science/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2EOSHQLH2FVRMIE5C6SGCNTCCA/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:2EOSHQLH2FVRMIE5C6SGCNTCCA","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":"0b52dd442028ded794dc2ff68482878988ebedce7b096fd1b14fd813cfd31e2b","cross_cats_sorted":["cs.CL","cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-12-20T09:21:15Z","title_canon_sha256":"7ce71d4c7954d183c0847a49d8a4972be398a2d6a4b897c9e3b949426b3e7ad0"},"schema_version":"1.0","source":{"id":"2412.15701","kind":"arxiv","version":6}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.15701","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"arxiv_version","alias_value":"2412.15701v6","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.15701","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_12","alias_value":"2EOSHQLH2FVR","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_16","alias_value":"2EOSHQLH2FVRMIE5","created_at":"2026-08-11T01:16:02Z"},{"alias_kind":"pith_short_8","alias_value":"2EOSHQLH","created_at":"2026-08-11T01:16:02Z"}],"graph_snapshots":[{"event_id":"sha256:fea314da457748beae309d0bbc7c1940ca15bf1888bfc8ddcb046318a637ae93","target":"graph","created_at":"2026-08-11T01:16:02Z","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/2412.15701/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While the advancement of large language models has spurred the development of AI agents to automate tasks, numerous use cases inherently require agents to collaborate with humans due to humans' latent preferences, domain expertise, or the need for control. To facilitate the study of human-agent collaboration, we introduce Collaborative Gym (Co-Gym), an open framework for developing and evaluating collaborative agents that engage in bidirectional communication with humans while interacting with task environments. We describe how the framework enables the implementation of new task environments ","authors_text":"Diyi Yang, John Yang, Vinay Samuel, Yijia Shao, Yucheng Jiang","cross_cats":["cs.CL","cs.HC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-12-20T09:21:15Z","title":"Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.15701","kind":"arxiv","version":6},"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:f717d5c28fa06e73fb269e03320a27448f33b3920576fbb178b8ce1c7625c7c9","target":"record","created_at":"2026-08-11T01:16:02Z","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":"0b52dd442028ded794dc2ff68482878988ebedce7b096fd1b14fd813cfd31e2b","cross_cats_sorted":["cs.CL","cs.HC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AI","submitted_at":"2024-12-20T09:21:15Z","title_canon_sha256":"7ce71d4c7954d183c0847a49d8a4972be398a2d6a4b897c9e3b949426b3e7ad0"},"schema_version":"1.0","source":{"id":"2412.15701","kind":"arxiv","version":6}},"canonical_sha256":"d11d23c167d16b16209d17a461366210109fbec52691ec88eac85c3f37726400","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d11d23c167d16b16209d17a461366210109fbec52691ec88eac85c3f37726400","first_computed_at":"2026-08-11T01:16:02.106803Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-08-11T01:16:02.106803Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"uGCZomM2HsdnXawQ2SiuMrdHh2KKfABOhk+JjWeD/DEy/kjDp+cYyzEPUSblFMFvp6v6/th8HY0AFpqWI0y4CA==","signature_status":"signed_v1","signed_at":"2026-08-11T01:16:02.109858Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.15701","source_kind":"arxiv","source_version":6}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f717d5c28fa06e73fb269e03320a27448f33b3920576fbb178b8ce1c7625c7c9","sha256:fea314da457748beae309d0bbc7c1940ca15bf1888bfc8ddcb046318a637ae93"],"state_sha256":"fab5c96e13969b582d069c2ffd35ff8439cf4ca9faff00c152c14f7c8a5d6c3a"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"5d2+1BOui39pvPmB/A6Sj6u2bRXmFhhS/iY9AMvN7tTDStpps+NdzyCuFdij/jUxcm7Z4E3t7/ZtUBQBajFEBw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-21T12:13:02.406905Z","bundle_sha256":"eb62874209afab7611cdafaa773b24ff0a458feeb0fce48b8b491dd7e83eba2c"}}