{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:DYKEBYITTSL5W7SIQBBJESZ25W","short_pith_number":"pith:DYKEBYIT","canonical_record":{"source":{"id":"2412.02730","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-03T16:29:37Z","cross_cats_sorted":["cs.CY","cs.ET","cs.LG"],"title_canon_sha256":"9c304d5ad9febdc8f95c3bf0427b2585c8b35c83a641d3450ae23b42e3ef8832","abstract_canon_sha256":"de2447c16ae622aead8a5cd0137e2e728aa802f2b4a5393b61244dbe739bc8e3"},"schema_version":"1.0"},"canonical_sha256":"1e1440e1139c97db7e488042924b3aedb6757f449e33eddd76ddc4ee027d1b2f","source":{"kind":"arxiv","id":"2412.02730","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.02730","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"arxiv_version","alias_value":"2412.02730v2","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.02730","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_12","alias_value":"DYKEBYITTSL5","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_16","alias_value":"DYKEBYITTSL5W7SI","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_8","alias_value":"DYKEBYIT","created_at":"2026-07-05T09:47:37Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:DYKEBYITTSL5W7SIQBBJESZ25W","target":"record","payload":{"canonical_record":{"source":{"id":"2412.02730","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-03T16:29:37Z","cross_cats_sorted":["cs.CY","cs.ET","cs.LG"],"title_canon_sha256":"9c304d5ad9febdc8f95c3bf0427b2585c8b35c83a641d3450ae23b42e3ef8832","abstract_canon_sha256":"de2447c16ae622aead8a5cd0137e2e728aa802f2b4a5393b61244dbe739bc8e3"},"schema_version":"1.0"},"canonical_sha256":"1e1440e1139c97db7e488042924b3aedb6757f449e33eddd76ddc4ee027d1b2f","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:47:37.185505Z","signature_b64":"l9SA5byIhz2w26SoAhQf2MgYki9peES9EAvQl8pguLmezJOQAY/lQTHDyr0v3f9n7LBebiS1v0VvT7NU6wSNBw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1e1440e1139c97db7e488042924b3aedb6757f449e33eddd76ddc4ee027d1b2f","last_reissued_at":"2026-07-05T09:47:37.185104Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:47:37.185104Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2412.02730","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T09:47:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dmd+e/afugwwXdC7616bFstsgkxB5deKKPuCiFOagHNduMqkWPNK/vP9iBV9fo8XIh7qAuqGUh3m+8BfS/RyCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T13:37:08.846016Z"},"content_sha256":"38ffab5db0ba4cda0e51b06faa7953f04fb4b505872d94476897a685127fbf7e","schema_version":"1.0","event_id":"sha256:38ffab5db0ba4cda0e51b06faa7953f04fb4b505872d94476897a685127fbf7e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:DYKEBYITTSL5W7SIQBBJESZ25W","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Shaping AI's Impact on Billions of Lives","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CY","cs.ET","cs.LG"],"primary_cat":"cs.AI","authors_text":"Andy Konwinski, David Patterson, Emma Pierson, Finale Doshi-Velez, Jeff Dean, John Hennessy, Mariano-Florentino Cu\\'ellar, Pelonomi Moiloa, Sanmi Koyejo","submitted_at":"2024-12-03T16:29:37Z","abstract_excerpt":"Artificial Intelligence (AI), like any transformative technology, has the potential to be a double-edged sword, leading either toward significant advancements or detrimental outcomes for society as a whole. As is often the case when it comes to widely-used technologies in market economies (e.g., cars and semiconductor chips), commercial interest tends to be the predominant guiding factor. The AI community is at risk of becoming polarized to either take a laissez-faire attitude toward AI development, or to call for government overregulation. Between these two poles we argue for the community of"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.02730","kind":"arxiv","version":2},"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/2412.02730/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":"2026-07-05T09:47:37Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"whgPaqzw1avVK6HrtvSfT7JTGut5QBa1hcV4w5mAXDRgEddIq2HzEpgZqiWOT9TO1HXB88p5OLXN6wVVwpQVAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-20T13:37:08.846523Z"},"content_sha256":"6fa64905e6956ddcf6c8ca961c3b79a7827b6cf3a42f9791066dd8647dab02a2","schema_version":"1.0","event_id":"sha256:6fa64905e6956ddcf6c8ca961c3b79a7827b6cf3a42f9791066dd8647dab02a2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/DYKEBYITTSL5W7SIQBBJESZ25W/bundle.json","state_url":"https://pith.science/pith/DYKEBYITTSL5W7SIQBBJESZ25W/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/DYKEBYITTSL5W7SIQBBJESZ25W/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":"2026-08-20T13:37:08Z","links":{"resolver":"https://pith.science/pith/DYKEBYITTSL5W7SIQBBJESZ25W","bundle":"https://pith.science/pith/DYKEBYITTSL5W7SIQBBJESZ25W/bundle.json","state":"https://pith.science/pith/DYKEBYITTSL5W7SIQBBJESZ25W/state.json","well_known_bundle":"https://pith.science/.well-known/pith/DYKEBYITTSL5W7SIQBBJESZ25W/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:DYKEBYITTSL5W7SIQBBJESZ25W","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":"de2447c16ae622aead8a5cd0137e2e728aa802f2b4a5393b61244dbe739bc8e3","cross_cats_sorted":["cs.CY","cs.ET","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-03T16:29:37Z","title_canon_sha256":"9c304d5ad9febdc8f95c3bf0427b2585c8b35c83a641d3450ae23b42e3ef8832"},"schema_version":"1.0","source":{"id":"2412.02730","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2412.02730","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"arxiv_version","alias_value":"2412.02730v2","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2412.02730","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_12","alias_value":"DYKEBYITTSL5","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_16","alias_value":"DYKEBYITTSL5W7SI","created_at":"2026-07-05T09:47:37Z"},{"alias_kind":"pith_short_8","alias_value":"DYKEBYIT","created_at":"2026-07-05T09:47:37Z"}],"graph_snapshots":[{"event_id":"sha256:6fa64905e6956ddcf6c8ca961c3b79a7827b6cf3a42f9791066dd8647dab02a2","target":"graph","created_at":"2026-07-05T09:47:37Z","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/2412.02730/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Artificial Intelligence (AI), like any transformative technology, has the potential to be a double-edged sword, leading either toward significant advancements or detrimental outcomes for society as a whole. As is often the case when it comes to widely-used technologies in market economies (e.g., cars and semiconductor chips), commercial interest tends to be the predominant guiding factor. The AI community is at risk of becoming polarized to either take a laissez-faire attitude toward AI development, or to call for government overregulation. Between these two poles we argue for the community of","authors_text":"Andy Konwinski, David Patterson, Emma Pierson, Finale Doshi-Velez, Jeff Dean, John Hennessy, Mariano-Florentino Cu\\'ellar, Pelonomi Moiloa, Sanmi Koyejo","cross_cats":["cs.CY","cs.ET","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-03T16:29:37Z","title":"Shaping AI's Impact on Billions of Lives"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2412.02730","kind":"arxiv","version":2},"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":"sha256:38ffab5db0ba4cda0e51b06faa7953f04fb4b505872d94476897a685127fbf7e","target":"record","created_at":"2026-07-05T09:47:37Z","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":"de2447c16ae622aead8a5cd0137e2e728aa802f2b4a5393b61244dbe739bc8e3","cross_cats_sorted":["cs.CY","cs.ET","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2024-12-03T16:29:37Z","title_canon_sha256":"9c304d5ad9febdc8f95c3bf0427b2585c8b35c83a641d3450ae23b42e3ef8832"},"schema_version":"1.0","source":{"id":"2412.02730","kind":"arxiv","version":2}},"canonical_sha256":"1e1440e1139c97db7e488042924b3aedb6757f449e33eddd76ddc4ee027d1b2f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1e1440e1139c97db7e488042924b3aedb6757f449e33eddd76ddc4ee027d1b2f","first_computed_at":"2026-07-05T09:47:37.185104Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:47:37.185104Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"l9SA5byIhz2w26SoAhQf2MgYki9peES9EAvQl8pguLmezJOQAY/lQTHDyr0v3f9n7LBebiS1v0VvT7NU6wSNBw==","signature_status":"signed_v1","signed_at":"2026-07-05T09:47:37.185505Z","signed_message":"canonical_sha256_bytes"},"source_id":"2412.02730","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:38ffab5db0ba4cda0e51b06faa7953f04fb4b505872d94476897a685127fbf7e","sha256:6fa64905e6956ddcf6c8ca961c3b79a7827b6cf3a42f9791066dd8647dab02a2"],"state_sha256":"ba083eb6f69329e42cecec2a246034934aba318e06b81a83e579bf67701995be"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"kkZNO3NP1jvrmB4HqEBmoS99URqJNLiaq272gPdijMCGV9A5r4oQ00aOlotBDJ7sTYzpmNQoUZNDvV4XJG3HAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-20T13:37:08.850306Z","bundle_sha256":"e985e755a74fa63b932b4fcdccc81e68d01fc86d9cfb7be6ac2bca2b42e01c8c"}}