{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:SV2QRH2QQOJ422YLMT4FF7DFOB","short_pith_number":"pith:SV2QRH2Q","canonical_record":{"source":{"id":"2401.10444","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-01-19T01:14:45Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"f5b9a893ca0a23f6e7b98eac6f318cd6835ecea05f21d3aa327f8657d265680d","abstract_canon_sha256":"4a2eeea93889698cba71b780df88395b5fe52940ad34c6e242caee62a6c337f1"},"schema_version":"1.0"},"canonical_sha256":"9575089f508393cd6b0b64f852fc6570726f7cb772161b34f76fe7fe1d012ce6","source":{"kind":"arxiv","id":"2401.10444","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.10444","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"arxiv_version","alias_value":"2401.10444v1","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10444","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_12","alias_value":"SV2QRH2QQOJ4","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_16","alias_value":"SV2QRH2QQOJ422YL","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_8","alias_value":"SV2QRH2Q","created_at":"2026-07-05T07:35:26Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:SV2QRH2QQOJ422YLMT4FF7DFOB","target":"record","payload":{"canonical_record":{"source":{"id":"2401.10444","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-01-19T01:14:45Z","cross_cats_sorted":["cs.CY"],"title_canon_sha256":"f5b9a893ca0a23f6e7b98eac6f318cd6835ecea05f21d3aa327f8657d265680d","abstract_canon_sha256":"4a2eeea93889698cba71b780df88395b5fe52940ad34c6e242caee62a6c337f1"},"schema_version":"1.0"},"canonical_sha256":"9575089f508393cd6b0b64f852fc6570726f7cb772161b34f76fe7fe1d012ce6","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:35:26.235678Z","signature_b64":"eNhJZ7qjm5et/fglyLXuieWxehDm9rRZ2pG4l33RVJ0EHzeXq1SzjJbhs5ADd9XxXmu8C8orBR3QI5yJ9dMVDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9575089f508393cd6b0b64f852fc6570726f7cb772161b34f76fe7fe1d012ce6","last_reissued_at":"2026-07-05T07:35:26.235215Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:35:26.235215Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2401.10444","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":"2026-07-05T07:35:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+IBLVtQSHSWOuvkfA0+COSeKtPKKo13nIsMdqz0Hsh+a/kntQY96NZB7nCgb/8M0Z14n0a8dgekA9hd7dUFDAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T15:37:26.208783Z"},"content_sha256":"3b12a2150cf27b2c729a8db7c841ca3ef3c4e00725b691cdf9a63932199f47e0","schema_version":"1.0","event_id":"sha256:3b12a2150cf27b2c729a8db7c841ca3ef3c4e00725b691cdf9a63932199f47e0"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:SV2QRH2QQOJ422YLMT4FF7DFOB","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Can A Cognitive Architecture Fundamentally Enhance LLMs? Or Vice Versa?","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CY"],"primary_cat":"cs.AI","authors_text":"Ron Sun","submitted_at":"2024-01-19T01:14:45Z","abstract_excerpt":"The paper discusses what is needed to address the limitations of current LLM-centered AI systems. The paper argues that incorporating insights from human cognition and psychology, as embodied by a computational cognitive architecture, can help develop systems that are more capable, more reliable, and more human-like. It emphasizes the importance of the dual-process architecture and the hybrid neuro-symbolic approach in addressing the limitations of current LLMs. In the opposite direction, the paper also highlights the need for an overhaul of computational cognitive architectures to better refl"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10444","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/2401.10444/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":"2026-07-05T07:35:26Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"VEa8U8BiP4smefgoazu5lJ7Riq3Rik9yQkHTyB4A5Vv4WghL62BtknG+UW7DZFDWLls2yn62mS0F8MHNj39pBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-17T15:37:26.209188Z"},"content_sha256":"619592d98d5f82e31bc9a5df93cae278b2cb4468d1d83c50d70ecbc01391ea5f","schema_version":"1.0","event_id":"sha256:619592d98d5f82e31bc9a5df93cae278b2cb4468d1d83c50d70ecbc01391ea5f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/bundle.json","state_url":"https://pith.science/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/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":"2026-08-17T15:37:26Z","links":{"resolver":"https://pith.science/pith/SV2QRH2QQOJ422YLMT4FF7DFOB","bundle":"https://pith.science/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/bundle.json","state":"https://pith.science/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/state.json","well_known_bundle":"https://pith.science/.well-known/pith/SV2QRH2QQOJ422YLMT4FF7DFOB/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:SV2QRH2QQOJ422YLMT4FF7DFOB","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":"4a2eeea93889698cba71b780df88395b5fe52940ad34c6e242caee62a6c337f1","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-01-19T01:14:45Z","title_canon_sha256":"f5b9a893ca0a23f6e7b98eac6f318cd6835ecea05f21d3aa327f8657d265680d"},"schema_version":"1.0","source":{"id":"2401.10444","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2401.10444","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"arxiv_version","alias_value":"2401.10444v1","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2401.10444","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_12","alias_value":"SV2QRH2QQOJ4","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_16","alias_value":"SV2QRH2QQOJ422YL","created_at":"2026-07-05T07:35:26Z"},{"alias_kind":"pith_short_8","alias_value":"SV2QRH2Q","created_at":"2026-07-05T07:35:26Z"}],"graph_snapshots":[{"event_id":"sha256:619592d98d5f82e31bc9a5df93cae278b2cb4468d1d83c50d70ecbc01391ea5f","target":"graph","created_at":"2026-07-05T07:35:26Z","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/2401.10444/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The paper discusses what is needed to address the limitations of current LLM-centered AI systems. The paper argues that incorporating insights from human cognition and psychology, as embodied by a computational cognitive architecture, can help develop systems that are more capable, more reliable, and more human-like. It emphasizes the importance of the dual-process architecture and the hybrid neuro-symbolic approach in addressing the limitations of current LLMs. In the opposite direction, the paper also highlights the need for an overhaul of computational cognitive architectures to better refl","authors_text":"Ron Sun","cross_cats":["cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-01-19T01:14:45Z","title":"Can A Cognitive Architecture Fundamentally Enhance LLMs? Or Vice Versa?"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2401.10444","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":"sha256:3b12a2150cf27b2c729a8db7c841ca3ef3c4e00725b691cdf9a63932199f47e0","target":"record","created_at":"2026-07-05T07:35:26Z","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":"4a2eeea93889698cba71b780df88395b5fe52940ad34c6e242caee62a6c337f1","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-01-19T01:14:45Z","title_canon_sha256":"f5b9a893ca0a23f6e7b98eac6f318cd6835ecea05f21d3aa327f8657d265680d"},"schema_version":"1.0","source":{"id":"2401.10444","kind":"arxiv","version":1}},"canonical_sha256":"9575089f508393cd6b0b64f852fc6570726f7cb772161b34f76fe7fe1d012ce6","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9575089f508393cd6b0b64f852fc6570726f7cb772161b34f76fe7fe1d012ce6","first_computed_at":"2026-07-05T07:35:26.235215Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:35:26.235215Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"eNhJZ7qjm5et/fglyLXuieWxehDm9rRZ2pG4l33RVJ0EHzeXq1SzjJbhs5ADd9XxXmu8C8orBR3QI5yJ9dMVDg==","signature_status":"signed_v1","signed_at":"2026-07-05T07:35:26.235678Z","signed_message":"canonical_sha256_bytes"},"source_id":"2401.10444","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3b12a2150cf27b2c729a8db7c841ca3ef3c4e00725b691cdf9a63932199f47e0","sha256:619592d98d5f82e31bc9a5df93cae278b2cb4468d1d83c50d70ecbc01391ea5f"],"state_sha256":"4efe2404e077b369876971ae8ed50b626c427fc791edb2ae572f82133592ee05"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"HuCQvkzkzQb9FgOcZG3EVt7r+DNq/Xt1pUXbHPTgPqfpKv2X+MkcKgNvlvgPEmzPdoU2A8ABxduqQyFujPujAQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-17T15:37:26.212626Z","bundle_sha256":"82b14062004f72b62cc936d95fc68825d3487d6900bd21e7a641d27a28fcd2cb"}}