{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2022:4TGX5GQZCKBMAS3KD2274S3MJ6","short_pith_number":"pith:4TGX5GQZ","canonical_record":{"source":{"id":"2207.01482","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2022-06-10T09:39:00Z","cross_cats_sorted":["cs.HC","cs.LG"],"title_canon_sha256":"43436ae41ebc3d019f20426997a8f3307418d95a92be8b42b83c3a85297d5cd3","abstract_canon_sha256":"3639f796364c8191e254b00eb37df2dcc1f0324db7e42b384b157095da8b89c5"},"schema_version":"1.0"},"canonical_sha256":"e4cd7e9a191282c04b6a1eb5fe4b6c4fbe84a169b95c2a0a0f0793a5ca1071fe","source":{"kind":"arxiv","id":"2207.01482","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.01482","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"arxiv_version","alias_value":"2207.01482v1","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.01482","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_12","alias_value":"4TGX5GQZCKBM","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_16","alias_value":"4TGX5GQZCKBMAS3K","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_8","alias_value":"4TGX5GQZ","created_at":"2026-07-05T04:37:12Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2022:4TGX5GQZCKBMAS3KD2274S3MJ6","target":"record","payload":{"canonical_record":{"source":{"id":"2207.01482","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2022-06-10T09:39:00Z","cross_cats_sorted":["cs.HC","cs.LG"],"title_canon_sha256":"43436ae41ebc3d019f20426997a8f3307418d95a92be8b42b83c3a85297d5cd3","abstract_canon_sha256":"3639f796364c8191e254b00eb37df2dcc1f0324db7e42b384b157095da8b89c5"},"schema_version":"1.0"},"canonical_sha256":"e4cd7e9a191282c04b6a1eb5fe4b6c4fbe84a169b95c2a0a0f0793a5ca1071fe","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T04:37:12.415624Z","signature_b64":"exxMZh18mGQH1NTenhlR27lAa+HAp8kZuHaONeh3/O9CcPOjQK2IQfhV6EzUdxQC+3k2Yx2dJTRM+FtDGMQnAA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"e4cd7e9a191282c04b6a1eb5fe4b6c4fbe84a169b95c2a0a0f0793a5ca1071fe","last_reissued_at":"2026-07-05T04:37:12.415163Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T04:37:12.415163Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2207.01482","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":"2026-07-05T04:37:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"9uiDRiwcrOFhqGnXKFv74M6syvEJrCr7DJEYLCgHVCRDKlxSbM22LmvLOOYjN3GzTrbzvmRGw9iu1OVfSbI5Aw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T14:50:46.245312Z"},"content_sha256":"d3832007f891c5f46efd67b85b4f6775fb7973abb159ef14b8e6a8e53703ad2a","schema_version":"1.0","event_id":"sha256:d3832007f891c5f46efd67b85b4f6775fb7973abb159ef14b8e6a8e53703ad2a"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2022:4TGX5GQZCKBMAS3KD2274S3MJ6","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Think About the Stakeholders First! Towards an Algorithmic Transparency Playbook for Regulatory Compliance","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.HC","cs.LG"],"primary_cat":"cs.CY","authors_text":"Andrew Bell, Julia Stoyanovich, Oded Nov","submitted_at":"2022-06-10T09:39:00Z","abstract_excerpt":"Increasingly, laws are being proposed and passed by governments around the world to regulate Artificial Intelligence (AI) systems implemented into the public and private sectors. Many of these regulations address the transparency of AI systems, and related citizen-aware issues like allowing individuals to have the right to an explanation about how an AI system makes a decision that impacts them. Yet, almost all AI governance documents to date have a significant drawback: they have focused on what to do (or what not to do) with respect to making AI systems transparent, but have left the brunt o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.01482","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/2207.01482/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":"2026-07-05T04:37:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"nlS6A+bS69ZCjqtsmwW/zNg+lVFC8y6gAoqQ6ZCWD1WVINBzpc/uF0CXs0+l7aHSMmDbZis/82c/rsAoZpdjAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-04T14:50:46.246207Z"},"content_sha256":"e553674036af6bcbb9e0b989149131607e9e777f4fdf45c7688e24b681a8c35d","schema_version":"1.0","event_id":"sha256:e553674036af6bcbb9e0b989149131607e9e777f4fdf45c7688e24b681a8c35d"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/bundle.json","state_url":"https://pith.science/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/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":"2026-08-04T14:50:46Z","links":{"resolver":"https://pith.science/pith/4TGX5GQZCKBMAS3KD2274S3MJ6","bundle":"https://pith.science/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/bundle.json","state":"https://pith.science/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/state.json","well_known_bundle":"https://pith.science/.well-known/pith/4TGX5GQZCKBMAS3KD2274S3MJ6/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:4TGX5GQZCKBMAS3KD2274S3MJ6","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":"3639f796364c8191e254b00eb37df2dcc1f0324db7e42b384b157095da8b89c5","cross_cats_sorted":["cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2022-06-10T09:39:00Z","title_canon_sha256":"43436ae41ebc3d019f20426997a8f3307418d95a92be8b42b83c3a85297d5cd3"},"schema_version":"1.0","source":{"id":"2207.01482","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2207.01482","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"arxiv_version","alias_value":"2207.01482v1","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2207.01482","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_12","alias_value":"4TGX5GQZCKBM","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_16","alias_value":"4TGX5GQZCKBMAS3K","created_at":"2026-07-05T04:37:12Z"},{"alias_kind":"pith_short_8","alias_value":"4TGX5GQZ","created_at":"2026-07-05T04:37:12Z"}],"graph_snapshots":[{"event_id":"sha256:e553674036af6bcbb9e0b989149131607e9e777f4fdf45c7688e24b681a8c35d","target":"graph","created_at":"2026-07-05T04:37:12Z","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/2207.01482/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Increasingly, laws are being proposed and passed by governments around the world to regulate Artificial Intelligence (AI) systems implemented into the public and private sectors. Many of these regulations address the transparency of AI systems, and related citizen-aware issues like allowing individuals to have the right to an explanation about how an AI system makes a decision that impacts them. Yet, almost all AI governance documents to date have a significant drawback: they have focused on what to do (or what not to do) with respect to making AI systems transparent, but have left the brunt o","authors_text":"Andrew Bell, Julia Stoyanovich, Oded Nov","cross_cats":["cs.HC","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2022-06-10T09:39:00Z","title":"Think About the Stakeholders First! Towards an Algorithmic Transparency Playbook for Regulatory Compliance"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2207.01482","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:d3832007f891c5f46efd67b85b4f6775fb7973abb159ef14b8e6a8e53703ad2a","target":"record","created_at":"2026-07-05T04:37:12Z","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":"3639f796364c8191e254b00eb37df2dcc1f0324db7e42b384b157095da8b89c5","cross_cats_sorted":["cs.HC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CY","submitted_at":"2022-06-10T09:39:00Z","title_canon_sha256":"43436ae41ebc3d019f20426997a8f3307418d95a92be8b42b83c3a85297d5cd3"},"schema_version":"1.0","source":{"id":"2207.01482","kind":"arxiv","version":1}},"canonical_sha256":"e4cd7e9a191282c04b6a1eb5fe4b6c4fbe84a169b95c2a0a0f0793a5ca1071fe","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e4cd7e9a191282c04b6a1eb5fe4b6c4fbe84a169b95c2a0a0f0793a5ca1071fe","first_computed_at":"2026-07-05T04:37:12.415163Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:37:12.415163Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"exxMZh18mGQH1NTenhlR27lAa+HAp8kZuHaONeh3/O9CcPOjQK2IQfhV6EzUdxQC+3k2Yx2dJTRM+FtDGMQnAA==","signature_status":"signed_v1","signed_at":"2026-07-05T04:37:12.415624Z","signed_message":"canonical_sha256_bytes"},"source_id":"2207.01482","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d3832007f891c5f46efd67b85b4f6775fb7973abb159ef14b8e6a8e53703ad2a","sha256:e553674036af6bcbb9e0b989149131607e9e777f4fdf45c7688e24b681a8c35d"],"state_sha256":"1a089af3da6e27084e879e73f72154a3d2ba4507a9d8ab91fae8ea5c68d9e1c1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ZRUSGtNB9c+za4lBRGVZAMnA3Amnt3LVslMHkOGu1f0OJ6WHKXScAIyqqbbLEykQ7YMFpgqFfGno5vXqXns/Bg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-04T14:50:46.253150Z","bundle_sha256":"ddb07c76c1edce755fd5e6943bb26ff74973dd0f1282e573e31c2c7b818bcdcc"}}