{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:3YMX45MRWVZL4QSVVCR5PO7ZZ5","short_pith_number":"pith:3YMX45MR","canonical_record":{"source":{"id":"2412.16241","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-19T16:54:17Z","cross_cats_sorted":["cs.HC","cs.MA"],"title_canon_sha256":"60187fe0002dd89491fe2773649969a53d1096829e99550e41fb8219b386e9a3","abstract_canon_sha256":"7e03ae25c1da4eb18d029fe71bd13d6c21e7c7ac1aa0d64decd4cf5c938e5a9c"},"schema_version":"1.0"},"canonical_sha256":"de197e7591b572be4255a8a3d7bbf9cf67e99bebd51dd629b5a716d3c2701bdb","source":{"kind":"arxiv","id":"2412.16241","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.16241","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"arxiv_version","alias_value":"2412.16241v1","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.16241","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_12","alias_value":"3YMX45MRWVZL","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_16","alias_value":"3YMX45MRWVZL4QSV","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_8","alias_value":"3YMX45MR","created_at":"2026-07-05T09:52:43Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:3YMX45MRWVZL4QSVVCR5PO7ZZ5","target":"record","payload":{"canonical_record":{"source":{"id":"2412.16241","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-19T16:54:17Z","cross_cats_sorted":["cs.HC","cs.MA"],"title_canon_sha256":"60187fe0002dd89491fe2773649969a53d1096829e99550e41fb8219b386e9a3","abstract_canon_sha256":"7e03ae25c1da4eb18d029fe71bd13d6c21e7c7ac1aa0d64decd4cf5c938e5a9c"},"schema_version":"1.0"},"canonical_sha256":"de197e7591b572be4255a8a3d7bbf9cf67e99bebd51dd629b5a716d3c2701bdb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:52:43.520874Z","signature_b64":"SMg84zBzybbUaJ98i0Kw2y6EKbf+SZtfccGVxsJsgOMa/t7SCRwAtCtIWRkAXuDb6f70jpZFfaDnsR1WtgpDAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"de197e7591b572be4255a8a3d7bbf9cf67e99bebd51dd629b5a716d3c2701bdb","last_reissued_at":"2026-07-05T09:52:43.520374Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:52:43.520374Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.16241","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:52:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"DAkLKOOseEBwBosQuQzYaxMfWwBMTmX9yklQRZF/v7sq6d9/UUrMB0xUM//8AZSss3VFxn0QiAmAnkGSdbHKBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T10:51:39.476842Z"},"content_sha256":"a92359e4dbcf8cc155f1a36d154ebdc836731ad605994a2a5a91551526f03bae","schema_version":"1.0","event_id":"sha256:a92359e4dbcf8cc155f1a36d154ebdc836731ad605994a2a5a91551526f03bae"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:3YMX45MRWVZL4QSVVCR5PO7ZZ5","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Agents Are Not Enough","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","headline":"","cross_cats":["cs.HC","cs.MA"],"primary_cat":"cs.AI","authors_text":"Chirag Shah, Ryen W. White","submitted_at":"2024-12-19T16:54:17Z","abstract_excerpt":"In the midst of the growing integration of Artificial Intelligence (AI) into various aspects of our lives, agents are experiencing a resurgence. These autonomous programs that act on behalf of humans are neither new nor exclusive to the mainstream AI movement. By exploring past incarnations of agents, we can understand what has been done previously, what worked, and more importantly, what did not pan out and why. This understanding lets us to examine what distinguishes the current focus on agents. While generative AI is appealing, this technology alone is insufficient to make new generations o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.16241","kind":"arxiv","version":1},"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/2412.16241/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":"2026-07-05T09:52:43Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"oAMGPK1kGgq5OBGGBmc406p29RKOxAxjqVYXTa9kwJGzRc2UV7PlonoKvFYgncxNeftU2cdatJ9xQtYVGUSMBA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-15T10:51:39.477343Z"},"content_sha256":"923fe6416ed8db539e90950b434cbe190112307af8e384e338003f4858a79e60","schema_version":"1.0","event_id":"sha256:923fe6416ed8db539e90950b434cbe190112307af8e384e338003f4858a79e60"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/bundle.json","state_url":"https://pith.science/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/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":"2026-08-15T10:51:39Z","links":{"resolver":"https://pith.science/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5","bundle":"https://pith.science/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/bundle.json","state":"https://pith.science/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/state.json","well_known_bundle":"https://pith.science/.well-known/pith/3YMX45MRWVZL4QSVVCR5PO7ZZ5/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:3YMX45MRWVZL4QSVVCR5PO7ZZ5","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":"7e03ae25c1da4eb18d029fe71bd13d6c21e7c7ac1aa0d64decd4cf5c938e5a9c","cross_cats_sorted":["cs.HC","cs.MA"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-19T16:54:17Z","title_canon_sha256":"60187fe0002dd89491fe2773649969a53d1096829e99550e41fb8219b386e9a3"},"schema_version":"1.0","source":{"id":"2412.16241","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.16241","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"arxiv_version","alias_value":"2412.16241v1","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.16241","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_12","alias_value":"3YMX45MRWVZL","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_16","alias_value":"3YMX45MRWVZL4QSV","created_at":"2026-07-05T09:52:43Z"},{"alias_kind":"pith_short_8","alias_value":"3YMX45MR","created_at":"2026-07-05T09:52:43Z"}],"graph_snapshots":[{"event_id":"sha256:923fe6416ed8db539e90950b434cbe190112307af8e384e338003f4858a79e60","target":"graph","created_at":"2026-07-05T09:52:43Z","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/2412.16241/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In the midst of the growing integration of Artificial Intelligence (AI) into various aspects of our lives, agents are experiencing a resurgence. These autonomous programs that act on behalf of humans are neither new nor exclusive to the mainstream AI movement. By exploring past incarnations of agents, we can understand what has been done previously, what worked, and more importantly, what did not pan out and why. This understanding lets us to examine what distinguishes the current focus on agents. While generative AI is appealing, this technology alone is insufficient to make new generations o","authors_text":"Chirag Shah, Ryen W. White","cross_cats":["cs.HC","cs.MA"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-19T16:54:17Z","title":"Agents Are Not Enough"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.16241","kind":"arxiv","version":1},"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:a92359e4dbcf8cc155f1a36d154ebdc836731ad605994a2a5a91551526f03bae","target":"record","created_at":"2026-07-05T09:52:43Z","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":"7e03ae25c1da4eb18d029fe71bd13d6c21e7c7ac1aa0d64decd4cf5c938e5a9c","cross_cats_sorted":["cs.HC","cs.MA"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-19T16:54:17Z","title_canon_sha256":"60187fe0002dd89491fe2773649969a53d1096829e99550e41fb8219b386e9a3"},"schema_version":"1.0","source":{"id":"2412.16241","kind":"arxiv","version":1}},"canonical_sha256":"de197e7591b572be4255a8a3d7bbf9cf67e99bebd51dd629b5a716d3c2701bdb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"de197e7591b572be4255a8a3d7bbf9cf67e99bebd51dd629b5a716d3c2701bdb","first_computed_at":"2026-07-05T09:52:43.520374Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:52:43.520374Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SMg84zBzybbUaJ98i0Kw2y6EKbf+SZtfccGVxsJsgOMa/t7SCRwAtCtIWRkAXuDb6f70jpZFfaDnsR1WtgpDAg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:52:43.520874Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.16241","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a92359e4dbcf8cc155f1a36d154ebdc836731ad605994a2a5a91551526f03bae","sha256:923fe6416ed8db539e90950b434cbe190112307af8e384e338003f4858a79e60"],"state_sha256":"65b2a8487be7cae60c888d5e8cc6f2e68b83aee8bb170f83e768dce447d0d28e"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dIg9MV4O1AZaIBF8G39fXpEInzyhwt2ejveN6sOULz6E8m3I/bcwr7smpc5ougX3ZDeCcttw0klGdhP11uazAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-15T10:51:39.482577Z","bundle_sha256":"af98c95a4a539346aca6f7dfab54686447865b138f17a17f1d43abbd02d03969"}}