{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:NQULEXXH2TS36NT6UAIONGNZ2M","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":"d0064b853b53056da852412d1ec5f85ad7576a6d548911f018857a8ef3b4f538","cross_cats_sorted":["cs.CY","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-02-05T01:20:59Z","title_canon_sha256":"2258095960fc4fe07c65b72e365038586713996c1b933e70152fbc9d08eeb438"},"schema_version":"1.0","source":{"id":"2402.02663","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.02663","created_at":"2026-07-05T07:41:49Z"},{"alias_kind":"arxiv_version","alias_value":"2402.02663v1","created_at":"2026-07-05T07:41:49Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.02663","created_at":"2026-07-05T07:41:49Z"},{"alias_kind":"pith_short_12","alias_value":"NQULEXXH2TS3","created_at":"2026-07-05T07:41:49Z"},{"alias_kind":"pith_short_16","alias_value":"NQULEXXH2TS36NT6","created_at":"2026-07-05T07:41:49Z"},{"alias_kind":"pith_short_8","alias_value":"NQULEXXH","created_at":"2026-07-05T07:41:49Z"}],"graph_snapshots":[{"event_id":"sha256:552a306b8a0ea8178d107845f4dd2dc24784a98d0d4b1a363b7ec4b5e10687b9","target":"graph","created_at":"2026-07-05T07:41:49Z","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/2402.02663/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Blanket statements of equivalence between causal concepts and purely probabilistic concepts should be approached with care. In this short note, I examine a recent claim that counterfactual fairness is equivalent to demographic parity. The claim fails to hold up upon closer examination. I will take the opportunity to address some broader misunderstandings about counterfactual fairness.","authors_text":"Ricardo Silva","cross_cats":["cs.CY","stat.ML"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-02-05T01:20:59Z","title":"Counterfactual Fairness Is Not Demographic Parity, and Other Observations"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.02663","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":"sha256:38cda63033f0f83c5693522adda4c3cc6f59abbec5ed259b2ca79601e2f7ec53","target":"record","created_at":"2026-07-05T07:41:49Z","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":"d0064b853b53056da852412d1ec5f85ad7576a6d548911f018857a8ef3b4f538","cross_cats_sorted":["cs.CY","stat.ML"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2024-02-05T01:20:59Z","title_canon_sha256":"2258095960fc4fe07c65b72e365038586713996c1b933e70152fbc9d08eeb438"},"schema_version":"1.0","source":{"id":"2402.02663","kind":"arxiv","version":1}},"canonical_sha256":"6c28b25ee7d4e5bf367ea010e699b9d323bbc849f3dae54e1f8cfa7695525a65","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"6c28b25ee7d4e5bf367ea010e699b9d323bbc849f3dae54e1f8cfa7695525a65","first_computed_at":"2026-07-05T07:41:49.507826Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:41:49.507826Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"sezg8fm1xAVgSZewt4LwV/scleaIcH4aKAZ3eDfFNjG0mMonjsR0oA2DCCNfGDwyWnlPVAATCkd2YnB6fGQJDQ==","signature_status":"signed_v1","signed_at":"2026-07-05T07:41:49.508260Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.02663","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:38cda63033f0f83c5693522adda4c3cc6f59abbec5ed259b2ca79601e2f7ec53","sha256:552a306b8a0ea8178d107845f4dd2dc24784a98d0d4b1a363b7ec4b5e10687b9"],"state_sha256":"709a9f1feb04d016d205422ca6707b9c852ef605677146f0605d9b24d4cf6012"}