{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:OQR2ND54OPMRO5VZOUWRARLSNT","short_pith_number":"pith:OQR2ND54","canonical_record":{"source":{"id":"2301.04655","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-01-11T15:48:36Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"5709a8bb77e20af87556c77bcffcf1c3d0cd90983101329b26543abd846f296c","abstract_canon_sha256":"af5688e4b4bc232a48774e041678b255c4c8ad7fb563f248fcf50e3ff117c93f"},"schema_version":"1.0"},"canonical_sha256":"7423a68fbc73d91776b9752d1045726ce58684553969c7d4fdd1949428a481a7","source":{"kind":"arxiv","id":"2301.04655","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2301.04655","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"arxiv_version","alias_value":"2301.04655v1","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2301.04655","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_12","alias_value":"OQR2ND54OPMR","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_16","alias_value":"OQR2ND54OPMRO5VZ","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_8","alias_value":"OQR2ND54","created_at":"2026-07-05T05:32:34Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:OQR2ND54OPMRO5VZOUWRARLSNT","target":"record","payload":{"canonical_record":{"source":{"id":"2301.04655","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-01-11T15:48:36Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"5709a8bb77e20af87556c77bcffcf1c3d0cd90983101329b26543abd846f296c","abstract_canon_sha256":"af5688e4b4bc232a48774e041678b255c4c8ad7fb563f248fcf50e3ff117c93f"},"schema_version":"1.0"},"canonical_sha256":"7423a68fbc73d91776b9752d1045726ce58684553969c7d4fdd1949428a481a7","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:32:34.592526Z","signature_b64":"JTzeLdpTVF5l9o593Zg8kGltM58p7X+5SlZ0kCQnmzGdgBonyqmNpV7DGIMJxJ1h5xyzObh//vRpbi4LHrmtAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"7423a68fbc73d91776b9752d1045726ce58684553969c7d4fdd1949428a481a7","last_reissued_at":"2026-07-05T05:32:34.591824Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:32:34.591824Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2301.04655","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":"2026-07-05T05:32:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"gUJT0hztrIaTPKulimJLVPYdbqiVqXfVi2utGwu/RX0NZBJJCLChCwAKEBF6+U2xfxXXWG+n2FdSD9PwTI6MAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T11:52:14.867405Z"},"content_sha256":"87862d8fcf4cb1bba1c92e7c772001680e1e1505af35fee43e7ca9eacdcbb15c","schema_version":"1.0","event_id":"sha256:87862d8fcf4cb1bba1c92e7c772001680e1e1505af35fee43e7ca9eacdcbb15c"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:OQR2ND54OPMRO5VZOUWRARLSNT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ChatGPT is not all you need. A State of the Art Review of large Generative AI models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LG","authors_text":"Eduardo C. Garrido-Merchan, Roberto Gozalo-Brizuela","submitted_at":"2023-01-11T15:48:36Z","abstract_excerpt":"During the last two years there has been a plethora of large generative models such as ChatGPT or Stable Diffusion that have been published. Concretely, these models are able to perform tasks such as being a general question and answering system or automatically creating artistic images that are revolutionizing several sectors. Consequently, the implications that these generative models have in the industry and society are enormous, as several job positions may be transformed. For example, Generative AI is capable of transforming effectively and creatively texts to images, like the DALLE-2 mod"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2301.04655","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/2301.04655/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":"2026-07-05T05:32:34Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"OQ+2zZNBWKjKs6NaGgQdwzrCXUt3XQ+fg/8OVl39Gi8jEijVh14xUqDAS1xOyiKLzb/NTwhaWjRCv4zzi9UfAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T11:52:14.868344Z"},"content_sha256":"d6bf2aa271d1b5ad8a4ff8959fe17840d1a1036553ad34c4e5541e799cc584bb","schema_version":"1.0","event_id":"sha256:d6bf2aa271d1b5ad8a4ff8959fe17840d1a1036553ad34c4e5541e799cc584bb"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/OQR2ND54OPMRO5VZOUWRARLSNT/bundle.json","state_url":"https://pith.science/pith/OQR2ND54OPMRO5VZOUWRARLSNT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/OQR2ND54OPMRO5VZOUWRARLSNT/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":"2026-08-04T11:52:14Z","links":{"resolver":"https://pith.science/pith/OQR2ND54OPMRO5VZOUWRARLSNT","bundle":"https://pith.science/pith/OQR2ND54OPMRO5VZOUWRARLSNT/bundle.json","state":"https://pith.science/pith/OQR2ND54OPMRO5VZOUWRARLSNT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/OQR2ND54OPMRO5VZOUWRARLSNT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:OQR2ND54OPMRO5VZOUWRARLSNT","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":"af5688e4b4bc232a48774e041678b255c4c8ad7fb563f248fcf50e3ff117c93f","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-01-11T15:48:36Z","title_canon_sha256":"5709a8bb77e20af87556c77bcffcf1c3d0cd90983101329b26543abd846f296c"},"schema_version":"1.0","source":{"id":"2301.04655","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2301.04655","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"arxiv_version","alias_value":"2301.04655v1","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2301.04655","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_12","alias_value":"OQR2ND54OPMR","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_16","alias_value":"OQR2ND54OPMRO5VZ","created_at":"2026-07-05T05:32:34Z"},{"alias_kind":"pith_short_8","alias_value":"OQR2ND54","created_at":"2026-07-05T05:32:34Z"}],"graph_snapshots":[{"event_id":"sha256:d6bf2aa271d1b5ad8a4ff8959fe17840d1a1036553ad34c4e5541e799cc584bb","target":"graph","created_at":"2026-07-05T05:32:34Z","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/2301.04655/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"During the last two years there has been a plethora of large generative models such as ChatGPT or Stable Diffusion that have been published. Concretely, these models are able to perform tasks such as being a general question and answering system or automatically creating artistic images that are revolutionizing several sectors. Consequently, the implications that these generative models have in the industry and society are enormous, as several job positions may be transformed. For example, Generative AI is capable of transforming effectively and creatively texts to images, like the DALLE-2 mod","authors_text":"Eduardo C. Garrido-Merchan, Roberto Gozalo-Brizuela","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-01-11T15:48:36Z","title":"ChatGPT is not all you need. A State of the Art Review of large Generative AI models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2301.04655","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":"sha256:87862d8fcf4cb1bba1c92e7c772001680e1e1505af35fee43e7ca9eacdcbb15c","target":"record","created_at":"2026-07-05T05:32:34Z","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":"af5688e4b4bc232a48774e041678b255c4c8ad7fb563f248fcf50e3ff117c93f","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2023-01-11T15:48:36Z","title_canon_sha256":"5709a8bb77e20af87556c77bcffcf1c3d0cd90983101329b26543abd846f296c"},"schema_version":"1.0","source":{"id":"2301.04655","kind":"arxiv","version":1}},"canonical_sha256":"7423a68fbc73d91776b9752d1045726ce58684553969c7d4fdd1949428a481a7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7423a68fbc73d91776b9752d1045726ce58684553969c7d4fdd1949428a481a7","first_computed_at":"2026-07-05T05:32:34.591824Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:32:34.591824Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"JTzeLdpTVF5l9o593Zg8kGltM58p7X+5SlZ0kCQnmzGdgBonyqmNpV7DGIMJxJ1h5xyzObh//vRpbi4LHrmtAQ==","signature_status":"signed_v1","signed_at":"2026-07-05T05:32:34.592526Z","signed_message":"canonical_sha256_bytes"},"source_id":"2301.04655","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:87862d8fcf4cb1bba1c92e7c772001680e1e1505af35fee43e7ca9eacdcbb15c","sha256:d6bf2aa271d1b5ad8a4ff8959fe17840d1a1036553ad34c4e5541e799cc584bb"],"state_sha256":"6c5a9ba1b6ba99d261b1dbcff97085f4e6312f12843a7bf5b7fe75eab7b7161d"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"PHIjDRuCTNpGjg6yWSEsqETxCs5dsMN1WDv31cnoCUP1Bxq2ItG/9fcH8kYqXfPjBSgn4NTLzzYzGxlFb5pPAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T11:52:14.874058Z","bundle_sha256":"95f1b9cef55a4659ac793845fadd09581a6e2013f144852208a408653d576da2"}}