{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:4XBANYJJIPJ6FVLUBPTJ5BKFKD","short_pith_number":"pith:4XBANYJJ","canonical_record":{"source":{"id":"2507.08244","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2025-07-11T01:15:20Z","cross_cats_sorted":["q-fin.EC"],"title_canon_sha256":"ef0d4579eb40e7df50083e198331d4ac90966bc25ff8b767fc2682fdfbb7f4be","abstract_canon_sha256":"c8b08884e6302ba671f55fa0cb139dc542028ed7c47e5e15cb7eb7fc28684726"},"schema_version":"1.0"},"canonical_sha256":"e5c206e12943d3e2d5740be69e854550eebc9aba5da8622dfad5678406754d23","source":{"kind":"arxiv","id":"2507.08244","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.08244","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"arxiv_version","alias_value":"2507.08244v1","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.08244","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_12","alias_value":"4XBANYJJIPJ6","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_16","alias_value":"4XBANYJJIPJ6FVLU","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_8","alias_value":"4XBANYJJ","created_at":"2026-07-05T11:35:19Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:4XBANYJJIPJ6FVLUBPTJ5BKFKD","target":"record","payload":{"canonical_record":{"source":{"id":"2507.08244","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2025-07-11T01:15:20Z","cross_cats_sorted":["q-fin.EC"],"title_canon_sha256":"ef0d4579eb40e7df50083e198331d4ac90966bc25ff8b767fc2682fdfbb7f4be","abstract_canon_sha256":"c8b08884e6302ba671f55fa0cb139dc542028ed7c47e5e15cb7eb7fc28684726"},"schema_version":"1.0"},"canonical_sha256":"e5c206e12943d3e2d5740be69e854550eebc9aba5da8622dfad5678406754d23","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:35:19.956132Z","signature_b64":"24cxMiDNkH4rpm4D1jpjN8rMjY6937JDc0u2a1ov87Dv6wjs+JUMw7QdwKTLRgKNkl/QSvVcUsQJqo8GSobfDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e5c206e12943d3e2d5740be69e854550eebc9aba5da8622dfad5678406754d23","last_reissued_at":"2026-07-05T11:35:19.955693Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:35:19.955693Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2507.08244","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":"2026-07-05T11:35:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"vs2ulTHgI8sDRsP98d/SfskC/N9aMgbf0axEUUypgL5ufkKq6/01VkKDtppIErTw8kYhM4KG100FZbXfNy7LDw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T15:45:28.323741Z"},"content_sha256":"77a758c3bb6f1465d313efc60c59d8e653468a62df0ae346020a068469b78a71","schema_version":"1.0","event_id":"sha256:77a758c3bb6f1465d313efc60c59d8e653468a62df0ae346020a068469b78a71"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:4XBANYJJIPJ6FVLUBPTJ5BKFKD","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Advancing AI Capabilities and Evolving Labor Outcomes","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["q-fin.EC"],"primary_cat":"econ.GN","authors_text":"Jacob Dominski, Yong Suk Lee","submitted_at":"2025-07-11T01:15:20Z","abstract_excerpt":"This study investigates the labor market consequences of AI by analyzing near real-time changes in employment status and work hours across occupations in relation to advances in AI capabilities. We construct a dynamic Occupational AI Exposure Score based on a task-level assessment using state-of-the-art AI models, including ChatGPT 4o and Anthropic Claude 3.5 Sonnet. We introduce a five-stage framework that evaluates how AI's capability to perform tasks in occupations changes as technology advances from traditional machine learning to agentic AI. The Occupational AI Exposure Scores are then li"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.08244","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/2507.08244/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":"2026-07-05T11:35:19Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"lz+AmVRgcaZLXKqfPZ7hMnJec5NGwwdH2SpWpi+MRX139SFTUDZ7nfY13iukUEwX2SuOZ7cCs1HvavIs33uNBg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T15:45:28.324252Z"},"content_sha256":"7865e8a006998be8a68883c265e1548126e910dc160105f52aa2a86d45c16c1f","schema_version":"1.0","event_id":"sha256:7865e8a006998be8a68883c265e1548126e910dc160105f52aa2a86d45c16c1f"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/bundle.json","state_url":"https://pith.science/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/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":"2026-08-07T15:45:28Z","links":{"resolver":"https://pith.science/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD","bundle":"https://pith.science/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/bundle.json","state":"https://pith.science/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4XBANYJJIPJ6FVLUBPTJ5BKFKD/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:4XBANYJJIPJ6FVLUBPTJ5BKFKD","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":"c8b08884e6302ba671f55fa0cb139dc542028ed7c47e5e15cb7eb7fc28684726","cross_cats_sorted":["q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2025-07-11T01:15:20Z","title_canon_sha256":"ef0d4579eb40e7df50083e198331d4ac90966bc25ff8b767fc2682fdfbb7f4be"},"schema_version":"1.0","source":{"id":"2507.08244","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.08244","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"arxiv_version","alias_value":"2507.08244v1","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.08244","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_12","alias_value":"4XBANYJJIPJ6","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_16","alias_value":"4XBANYJJIPJ6FVLU","created_at":"2026-07-05T11:35:19Z"},{"alias_kind":"pith_short_8","alias_value":"4XBANYJJ","created_at":"2026-07-05T11:35:19Z"}],"graph_snapshots":[{"event_id":"sha256:7865e8a006998be8a68883c265e1548126e910dc160105f52aa2a86d45c16c1f","target":"graph","created_at":"2026-07-05T11:35:19Z","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/2507.08244/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This study investigates the labor market consequences of AI by analyzing near real-time changes in employment status and work hours across occupations in relation to advances in AI capabilities. We construct a dynamic Occupational AI Exposure Score based on a task-level assessment using state-of-the-art AI models, including ChatGPT 4o and Anthropic Claude 3.5 Sonnet. We introduce a five-stage framework that evaluates how AI's capability to perform tasks in occupations changes as technology advances from traditional machine learning to agentic AI. The Occupational AI Exposure Scores are then li","authors_text":"Jacob Dominski, Yong Suk Lee","cross_cats":["q-fin.EC"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2025-07-11T01:15:20Z","title":"Advancing AI Capabilities and Evolving Labor Outcomes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.08244","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":"sha256:77a758c3bb6f1465d313efc60c59d8e653468a62df0ae346020a068469b78a71","target":"record","created_at":"2026-07-05T11:35:19Z","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":"c8b08884e6302ba671f55fa0cb139dc542028ed7c47e5e15cb7eb7fc28684726","cross_cats_sorted":["q-fin.EC"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"econ.GN","submitted_at":"2025-07-11T01:15:20Z","title_canon_sha256":"ef0d4579eb40e7df50083e198331d4ac90966bc25ff8b767fc2682fdfbb7f4be"},"schema_version":"1.0","source":{"id":"2507.08244","kind":"arxiv","version":1}},"canonical_sha256":"e5c206e12943d3e2d5740be69e854550eebc9aba5da8622dfad5678406754d23","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e5c206e12943d3e2d5740be69e854550eebc9aba5da8622dfad5678406754d23","first_computed_at":"2026-07-05T11:35:19.955693Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:35:19.955693Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"24cxMiDNkH4rpm4D1jpjN8rMjY6937JDc0u2a1ov87Dv6wjs+JUMw7QdwKTLRgKNkl/QSvVcUsQJqo8GSobfDA==","signature_status":"signed_v1","signed_at":"2026-07-05T11:35:19.956132Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.08244","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:77a758c3bb6f1465d313efc60c59d8e653468a62df0ae346020a068469b78a71","sha256:7865e8a006998be8a68883c265e1548126e910dc160105f52aa2a86d45c16c1f"],"state_sha256":"6571b89a6ae283931fd56302ced267cba7288933b02c610ade5f8afa2ad7b436"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"QEcMJWCGYo/szi8XXRMgtQ5mRt5LJzjEwJmGqAQSPzP+Ove5odWONhyo2XiteycSlY5o+hVYxeDwZnOpt97WAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T15:45:28.337348Z","bundle_sha256":"7dc13eae1c79c33139f9ee1f00d990aba6e682d1a9de8417c58f389f92fad730"}}