{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:WUJATNGFIT4JC5ZV2VXYFFSWM5","short_pith_number":"pith:WUJATNGF","canonical_record":{"source":{"id":"2404.16698","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-25T15:59:16Z","cross_cats_sorted":[],"title_canon_sha256":"6326548ff0946adc984ecc905cd83952e21988e58b38f8df500b13587a9233e5","abstract_canon_sha256":"1ceb822f3828428e7e05c7a448457038c042c24e1fb327930a89afc27170dd7e"},"schema_version":"1.0"},"canonical_sha256":"b51209b4c544f8917735d56f8296566769c17b51a2bf5c5e0704c498e7ff7c90","source":{"kind":"arxiv","id":"2404.16698","version":4},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.16698","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"arxiv_version","alias_value":"2404.16698v4","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.16698","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_12","alias_value":"WUJATNGFIT4J","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_16","alias_value":"WUJATNGFIT4JC5ZV","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_8","alias_value":"WUJATNGF","created_at":"2026-07-05T09:45:48Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:WUJATNGFIT4JC5ZV2VXYFFSWM5","target":"record","payload":{"canonical_record":{"source":{"id":"2404.16698","kind":"arxiv","version":4},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-25T15:59:16Z","cross_cats_sorted":[],"title_canon_sha256":"6326548ff0946adc984ecc905cd83952e21988e58b38f8df500b13587a9233e5","abstract_canon_sha256":"1ceb822f3828428e7e05c7a448457038c042c24e1fb327930a89afc27170dd7e"},"schema_version":"1.0"},"canonical_sha256":"b51209b4c544f8917735d56f8296566769c17b51a2bf5c5e0704c498e7ff7c90","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:45:48.034281Z","signature_b64":"CGjmfPiYxXVSOXnDaXuCtAgVdB0P3Ag1e8qmRjN2N0IPvkoSUHUejl6w/QuMQOVsDhNXVs3GhBfdNajjnlxjBQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b51209b4c544f8917735d56f8296566769c17b51a2bf5c5e0704c498e7ff7c90","last_reissued_at":"2026-07-05T09:45:48.033744Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:45:48.033744Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2404.16698","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":"2026-07-05T09:45:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"U/L4XUfm4yaButrGxiqaK0XjKbef9l3F1Gp3XIYfZ/t3OiZuVXyu6cKjoFDQB/63+mz4lB+pJk0oOP95IDnRBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T09:28:16.676412Z"},"content_sha256":"d17163ff7f8fa385e1e5ead85c67fdd8075429783ba68d793f17bf204e7e5808","schema_version":"1.0","event_id":"sha256:d17163ff7f8fa385e1e5ead85c67fdd8075429783ba68d793f17bf204e7e5808"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:WUJATNGFIT4JC5ZV2VXYFFSWM5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Bernhard Sch\\\"olkopf, Giorgio Piatti, Max Kleiman-Weiner, Mrinmaya Sachan, Rada Mihalcea, Zhijing Jin","submitted_at":"2024-04-25T15:59:16Z","abstract_excerpt":"As AI systems pervade human life, ensuring that large language models (LLMs) make safe decisions remains a significant challenge. We introduce the Governance of the Commons Simulation (GovSim), a generative simulation platform designed to study strategic interactions and cooperative decision-making in LLMs. In GovSim, a society of AI agents must collectively balance exploiting a common resource with sustaining it for future use. This environment enables the study of how ethical considerations, strategic planning, and negotiation skills impact cooperative outcomes. We develop an LLM-based agent"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.16698","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/2404.16698/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":"2026-07-05T09:45:48Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"sSIXtxliSiFuyxfQiNZKAE4qCH7nOiisHtStkY5a9Jak4ZMjRJSejA8UWgRFJ0O7afYNooksfwVJjC3DEODfAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-05T09:28:16.676927Z"},"content_sha256":"004821c8924bfe06fe4119816cceb6235df7677d7e7288e8c056d3bbb0017a78","schema_version":"1.0","event_id":"sha256:004821c8924bfe06fe4119816cceb6235df7677d7e7288e8c056d3bbb0017a78"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/bundle.json","state_url":"https://pith.science/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/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":"2026-08-05T09:28:16Z","links":{"resolver":"https://pith.science/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5","bundle":"https://pith.science/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/bundle.json","state":"https://pith.science/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/WUJATNGFIT4JC5ZV2VXYFFSWM5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:WUJATNGFIT4JC5ZV2VXYFFSWM5","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":"1ceb822f3828428e7e05c7a448457038c042c24e1fb327930a89afc27170dd7e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-25T15:59:16Z","title_canon_sha256":"6326548ff0946adc984ecc905cd83952e21988e58b38f8df500b13587a9233e5"},"schema_version":"1.0","source":{"id":"2404.16698","kind":"arxiv","version":4}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2404.16698","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"arxiv_version","alias_value":"2404.16698v4","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2404.16698","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_12","alias_value":"WUJATNGFIT4J","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_16","alias_value":"WUJATNGFIT4JC5ZV","created_at":"2026-07-05T09:45:48Z"},{"alias_kind":"pith_short_8","alias_value":"WUJATNGF","created_at":"2026-07-05T09:45:48Z"}],"graph_snapshots":[{"event_id":"sha256:004821c8924bfe06fe4119816cceb6235df7677d7e7288e8c056d3bbb0017a78","target":"graph","created_at":"2026-07-05T09:45:48Z","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/2404.16698/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As AI systems pervade human life, ensuring that large language models (LLMs) make safe decisions remains a significant challenge. We introduce the Governance of the Commons Simulation (GovSim), a generative simulation platform designed to study strategic interactions and cooperative decision-making in LLMs. In GovSim, a society of AI agents must collectively balance exploiting a common resource with sustaining it for future use. This environment enables the study of how ethical considerations, strategic planning, and negotiation skills impact cooperative outcomes. We develop an LLM-based agent","authors_text":"Bernhard Sch\\\"olkopf, Giorgio Piatti, Max Kleiman-Weiner, Mrinmaya Sachan, Rada Mihalcea, Zhijing Jin","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-25T15:59:16Z","title":"Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2404.16698","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:d17163ff7f8fa385e1e5ead85c67fdd8075429783ba68d793f17bf204e7e5808","target":"record","created_at":"2026-07-05T09:45:48Z","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":"1ceb822f3828428e7e05c7a448457038c042c24e1fb327930a89afc27170dd7e","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2024-04-25T15:59:16Z","title_canon_sha256":"6326548ff0946adc984ecc905cd83952e21988e58b38f8df500b13587a9233e5"},"schema_version":"1.0","source":{"id":"2404.16698","kind":"arxiv","version":4}},"canonical_sha256":"b51209b4c544f8917735d56f8296566769c17b51a2bf5c5e0704c498e7ff7c90","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b51209b4c544f8917735d56f8296566769c17b51a2bf5c5e0704c498e7ff7c90","first_computed_at":"2026-07-05T09:45:48.033744Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:45:48.033744Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CGjmfPiYxXVSOXnDaXuCtAgVdB0P3Ag1e8qmRjN2N0IPvkoSUHUejl6w/QuMQOVsDhNXVs3GhBfdNajjnlxjBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T09:45:48.034281Z","signed_message":"canonical_sha256_bytes"},"source_id":"2404.16698","source_kind":"arxiv","source_version":4}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d17163ff7f8fa385e1e5ead85c67fdd8075429783ba68d793f17bf204e7e5808","sha256:004821c8924bfe06fe4119816cceb6235df7677d7e7288e8c056d3bbb0017a78"],"state_sha256":"957ab8676f778448187a9723043643af6ca873cdcc9c01ab4ad103500a6ea31b"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"WuRpRgZJ3sQ6exImtL+skcn5K3uBCzDcZ+O/eSdPRA3vGHPdntKnSuEEwW/fT8ol5rbX98fVgWRvQ0BWTgCUDg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-05T09:28:16.684305Z","bundle_sha256":"407707b842cb22908b22c46f0dfefb795f385d13ac11190b61cbe7084d3976e8"}}