{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:TYBHEF3Q47TEYDGJTGPPCIENGZ","short_pith_number":"pith:TYBHEF3Q","canonical_record":{"source":{"id":"2302.09425","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2023-02-18T21:30:44Z","cross_cats_sorted":[],"title_canon_sha256":"6c6c3ba2451402957469748ecf339753f2ef2c57388e9fd6f8a46c90186f9c09","abstract_canon_sha256":"6796b85118c3480b2bd4482d16c3c085a7f30723008438318ab1efe6b3c50b71"},"schema_version":"1.0"},"canonical_sha256":"9e02721770e7e64c0cc9999ef1208d366f3f896700a377bcd0f78089704f3db7","source":{"kind":"arxiv","id":"2302.09425","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.09425","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"arxiv_version","alias_value":"2302.09425v3","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.09425","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_12","alias_value":"TYBHEF3Q47TE","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_16","alias_value":"TYBHEF3Q47TEYDGJ","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_8","alias_value":"TYBHEF3Q","created_at":"2026-07-05T07:07:36Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:TYBHEF3Q47TEYDGJTGPPCIENGZ","target":"record","payload":{"canonical_record":{"source":{"id":"2302.09425","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2023-02-18T21:30:44Z","cross_cats_sorted":[],"title_canon_sha256":"6c6c3ba2451402957469748ecf339753f2ef2c57388e9fd6f8a46c90186f9c09","abstract_canon_sha256":"6796b85118c3480b2bd4482d16c3c085a7f30723008438318ab1efe6b3c50b71"},"schema_version":"1.0"},"canonical_sha256":"9e02721770e7e64c0cc9999ef1208d366f3f896700a377bcd0f78089704f3db7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:07:36.839276Z","signature_b64":"K95JK/ldvCAqiO1QhKpRIuhfCiUK0tS/Q64FJq0+XKEdVNYefZgpFvfFGe3IKBRVATDvIurQoHqecbKKxwz7Ag==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9e02721770e7e64c0cc9999ef1208d366f3f896700a377bcd0f78089704f3db7","last_reissued_at":"2026-07-05T07:07:36.838766Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:07:36.838766Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2302.09425","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":"2026-07-05T07:07:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"32kJgpMtnomoupatKWXeq4/apJzZgkaxSddNaXcdE8aIk0l+RJtBXxQyePAmlsfc1Kybjnl/AI2i5GCisWjtBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T10:55:50.970152Z"},"content_sha256":"079812814ba7c3acd653d44adffdd461026b00abb793b7bc1cf847afd487eb9b","schema_version":"1.0","event_id":"sha256:079812814ba7c3acd653d44adffdd461026b00abb793b7bc1cf847afd487eb9b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:TYBHEF3Q47TEYDGJTGPPCIENGZ","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Neurodiversity-Inspired Solver for the Abstraction \\& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.AI","authors_text":"Deepayan Sanyal, James Ainooson, Joel P. Michelson, Maithilee Kunda, Yuan Yang","submitted_at":"2023-02-18T21:30:44Z","abstract_excerpt":"Core knowledge about physical objects -- e.g., their permanency, spatial transformations, and interactions -- is one of the most fundamental building blocks of biological intelligence across humans and non-human animals. While AI techniques in certain domains (e.g. vision, NLP) have advanced dramatically in recent years, no current AI systems can yet match human abilities in flexibly applying core knowledge to solve novel tasks. We propose a new AI approach to core knowledge that combines 1) visual representations of core knowledge inspired by human mental imagery abilities, especially as obse"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.09425","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/2302.09425/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":"2026-07-05T07:07:36Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f+Y/E9eH30d9d96x5tncE//6LxJx+f6W5zISe12LO3Lv4gjJFg3J1A/JK1DY1CKOmuz5dWw/NvOtdkwTUdJ3Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-13T10:55:50.970663Z"},"content_sha256":"08d8aa28a2b5f99fde99b48f57b08ce2a805484b90de6a82f40fca011d971687","schema_version":"1.0","event_id":"sha256:08d8aa28a2b5f99fde99b48f57b08ce2a805484b90de6a82f40fca011d971687"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/bundle.json","state_url":"https://pith.science/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/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":"2026-08-13T10:55:50Z","links":{"resolver":"https://pith.science/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ","bundle":"https://pith.science/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/bundle.json","state":"https://pith.science/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/state.json","well_known_bundle":"https://pith.science/.well-known/pith/TYBHEF3Q47TEYDGJTGPPCIENGZ/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:TYBHEF3Q47TEYDGJTGPPCIENGZ","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":"6796b85118c3480b2bd4482d16c3c085a7f30723008438318ab1efe6b3c50b71","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2023-02-18T21:30:44Z","title_canon_sha256":"6c6c3ba2451402957469748ecf339753f2ef2c57388e9fd6f8a46c90186f9c09"},"schema_version":"1.0","source":{"id":"2302.09425","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2302.09425","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"arxiv_version","alias_value":"2302.09425v3","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2302.09425","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_12","alias_value":"TYBHEF3Q47TE","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_16","alias_value":"TYBHEF3Q47TEYDGJ","created_at":"2026-07-05T07:07:36Z"},{"alias_kind":"pith_short_8","alias_value":"TYBHEF3Q","created_at":"2026-07-05T07:07:36Z"}],"graph_snapshots":[{"event_id":"sha256:08d8aa28a2b5f99fde99b48f57b08ce2a805484b90de6a82f40fca011d971687","target":"graph","created_at":"2026-07-05T07:07:36Z","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/2302.09425/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Core knowledge about physical objects -- e.g., their permanency, spatial transformations, and interactions -- is one of the most fundamental building blocks of biological intelligence across humans and non-human animals. While AI techniques in certain domains (e.g. vision, NLP) have advanced dramatically in recent years, no current AI systems can yet match human abilities in flexibly applying core knowledge to solve novel tasks. We propose a new AI approach to core knowledge that combines 1) visual representations of core knowledge inspired by human mental imagery abilities, especially as obse","authors_text":"Deepayan Sanyal, James Ainooson, Joel P. Michelson, Maithilee Kunda, Yuan Yang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2023-02-18T21:30:44Z","title":"A Neurodiversity-Inspired Solver for the Abstraction \\& Reasoning Corpus (ARC) Using Visual Imagery and Program Synthesis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2302.09425","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":"sha256:079812814ba7c3acd653d44adffdd461026b00abb793b7bc1cf847afd487eb9b","target":"record","created_at":"2026-07-05T07:07:36Z","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":"6796b85118c3480b2bd4482d16c3c085a7f30723008438318ab1efe6b3c50b71","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.AI","submitted_at":"2023-02-18T21:30:44Z","title_canon_sha256":"6c6c3ba2451402957469748ecf339753f2ef2c57388e9fd6f8a46c90186f9c09"},"schema_version":"1.0","source":{"id":"2302.09425","kind":"arxiv","version":3}},"canonical_sha256":"9e02721770e7e64c0cc9999ef1208d366f3f896700a377bcd0f78089704f3db7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"9e02721770e7e64c0cc9999ef1208d366f3f896700a377bcd0f78089704f3db7","first_computed_at":"2026-07-05T07:07:36.838766Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:07:36.838766Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"K95JK/ldvCAqiO1QhKpRIuhfCiUK0tS/Q64FJq0+XKEdVNYefZgpFvfFGe3IKBRVATDvIurQoHqecbKKxwz7Ag==","signature_status":"signed_v1","signed_at":"2026-07-05T07:07:36.839276Z","signed_message":"canonical_sha256_bytes"},"source_id":"2302.09425","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:079812814ba7c3acd653d44adffdd461026b00abb793b7bc1cf847afd487eb9b","sha256:08d8aa28a2b5f99fde99b48f57b08ce2a805484b90de6a82f40fca011d971687"],"state_sha256":"438a40bb55a27c23e70df661bf1221e6ca5ff2ca1b403b2d8019866f267f05b7"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Zzr0N+A8m4G/Mwg0xfxoNCIIEdOgtAS+/BqHjBXT4TcUMJ3nuILAsTGGoXeYcBORmGaFCy9UtzLQJm68ABMtCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-13T10:55:50.974358Z","bundle_sha256":"e2eeba1b2da4e1a0fbbec418877f767c6d37dd36da929addcc7d96793e826121"}}