{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2021:OOO3IQJDTR4WA5ZBMX76Z47Q2N","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":"899508509067ead979f1052436d70e89a83870114e462471d04b21c50870a09f","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2021-04-30T11:39:40Z","title_canon_sha256":"0d667be078d38afde78bc84c5115cce972430938916421f81e434a250b79a286"},"schema_version":"1.0","source":{"id":"2105.00002","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2105.00002","created_at":"2026-07-05T02:36:32Z"},{"alias_kind":"arxiv_version","alias_value":"2105.00002v1","created_at":"2026-07-05T02:36:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2105.00002","created_at":"2026-07-05T02:36:32Z"},{"alias_kind":"pith_short_12","alias_value":"OOO3IQJDTR4W","created_at":"2026-07-05T02:36:32Z"},{"alias_kind":"pith_short_16","alias_value":"OOO3IQJDTR4WA5ZB","created_at":"2026-07-05T02:36:32Z"},{"alias_kind":"pith_short_8","alias_value":"OOO3IQJD","created_at":"2026-07-05T02:36:32Z"}],"graph_snapshots":[{"event_id":"sha256:2d4dc684392d8562927f1fcda6ee81bee5c1ef59899c2d6e618b2600b07793f8","target":"graph","created_at":"2026-07-05T02:36:32Z","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/2105.00002/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"A series of recent developments points towards auditing as a promising mechanism to bridge the gap between principles and practice in AI ethics. Building on ongoing discussions concerning ethics-based auditing, we offer three contributions. First, we argue that ethics-based auditing can improve the quality of decision making, increase user satisfaction, unlock growth potential, enable law-making, and relieve human suffering. Second, we highlight current best practices to support the design and implementation of ethics-based auditing: To be feasible and effective, ethics-based auditing should t","authors_text":"Jakob Mokander, Luciano Floridi","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2021-04-30T11:39:40Z","title":"Ethics-Based Auditing to Develop Trustworthy AI"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2105.00002","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:d40af9dd20638050c4c03a08b4eafca24ccb1033470495c9dd7519b0e8962c39","target":"record","created_at":"2026-07-05T02:36:32Z","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":"899508509067ead979f1052436d70e89a83870114e462471d04b21c50870a09f","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2021-04-30T11:39:40Z","title_canon_sha256":"0d667be078d38afde78bc84c5115cce972430938916421f81e434a250b79a286"},"schema_version":"1.0","source":{"id":"2105.00002","kind":"arxiv","version":1}},"canonical_sha256":"739db441239c7960772165ffecf3f0d346d71a900b41cc8b0afc7323a573574c","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"739db441239c7960772165ffecf3f0d346d71a900b41cc8b0afc7323a573574c","first_computed_at":"2026-07-05T02:36:32.912561Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T02:36:32.912561Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"qxVR9hvPL11evPKjD1oV/kbsA9tITT7ivoF3IBkYJg4uNr6uFKptQBRF/WwrFTWBnXrkaxO6RmEwJ9nHf68cDA==","signature_status":"signed_v1","signed_at":"2026-07-05T02:36:32.912995Z","signed_message":"canonical_sha256_bytes"},"source_id":"2105.00002","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d40af9dd20638050c4c03a08b4eafca24ccb1033470495c9dd7519b0e8962c39","sha256:2d4dc684392d8562927f1fcda6ee81bee5c1ef59899c2d6e618b2600b07793f8"],"state_sha256":"5e166058ef4371808a91cbf72789a387e1b5bb2921cec6995a6fec34991c06ad"}