{"_ai_door":{"see":"https://miscsubjects.com/start","note":"Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome."},"slug":"hiring-screen-disposition-record","verification":{"valid":true,"entries":9,"head":"81f7ca46e255b171d3b430222adb61b50746f625b69b6fcdc849f97ea80e957b"},"count":9,"sources":[{"id":"s1","type":"primary_source","url":"https://www.nyc.gov/site/dca/about/automated-employment-decision-tools.page","title":"NYC Local Law 144 — Automated Employment Decision Tools, DCWP","quote":"It is unlawful to use an AEDT unless the tool was subject to a bias audit within the last year and candidates receive notice of the tool, the qualifications it will assess, and the data retained.","claim_ids":["c1"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"genesis","hash":"aa7123e21f75b3e74b3930476515c0cd69fd071c744994c82029717317a4a167"},{"id":"s2","type":"primary_source","url":"https://www.ecfr.gov/current/title-29/subtitle-B/chapter-XIV/part-1607","title":"Uniform Guidelines on Employee Selection Procedures, 29 C.F.R. Part 1607 (1978)","quote":"Any selection procedure with adverse impact must be validated as job-related, with documentation of the validation study maintained.","claim_ids":["c2"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"aa7123e21f75b3e74b3930476515c0cd69fd071c744994c82029717317a4a167","hash":"2fb482c30c9086e82f1306be1ee1efbd65067f757c9995f892de89bbdfe7e1ac"},{"id":"s3","type":"live_surface","url":"https://miscsubjects.com/receipt/inv_2dsklah529","title":"A finding voided for invented clauses","quote":"The cheapest seat cited clauses 7, 8 and 12 of a six-clause rule set; the deterministic parser voided the finding before comparison. Structurally invalid output can never disposition anything.","claim_ids":["c3"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"2fb482c30c9086e82f1306be1ee1efbd65067f757c9995f892de89bbdfe7e1ac","hash":"de5b68a46065fe53e77ae30e03ed05a6a79f4675c27613173e2c0d794634a772"},{"id":"s4","type":"live_surface","url":"https://miscsubjects.com/receipt/inv_o6s0exhodd","title":"A unanimous verdict, refused on divergent derivation","quote":"Three seats returned the same verdict citing the same clauses; two derived it through different trigger states, so the gate escalated instead of concluding. Agreement on the answer is not agreement on the basis.","claim_ids":["c3"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"de5b68a46065fe53e77ae30e03ed05a6a79f4675c27613173e2c0d794634a772","hash":"144f65254f5278d8d980879f36678679eb13e4a954351f97c105b7e0c8a9d94a"},{"id":"s5","type":"live_surface","url":"https://miscsubjects.com/receipt/inv_wl0rnh136b","title":"A sealed decision, opened: the genuine authorisation","quote":"Every seat fired the same clauses in the same trigger states on the same evidence — the sealed disposition carrying criteria, derivations, absences and flip conditions.","claim_ids":["c3"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"144f65254f5278d8d980879f36678679eb13e4a954351f97c105b7e0c8a9d94a","hash":"610f2fc20c8f566c82ab6fc17405e48edb0addb7cf0eb375d6887a084cd99d57"},{"id":"s6","type":"live_surface","url":"https://miscsubjects.com/receipt/inv_qh3ge2x74b","title":"The flip condition as the required reason — the coverage-record exhibit","quote":"A coverage record adjudicated under the constitution, each seat compelled to name the exact record that would reverse its verdict.","claim_ids":["c3"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"610f2fc20c8f566c82ab6fc17405e48edb0addb7cf0eb375d6887a084cd99d57","hash":"8834788629e1febd8a16adda2a1f5a97e0ea7ae803ec0153316fefaa629461d6"},{"id":"s7","type":"live_surface","url":"https://miscsubjects.com/receipt/inv_7rqy8ywuls","title":"Abstention as a sealed outcome: NO_ACTION with the absence named","quote":"Three seats declined to conclude for identical stated reasons — the same clauses, the same trigger states, the same declared absences. A refusal to guess is a first-class sealed result.","claim_ids":["c3"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"8834788629e1febd8a16adda2a1f5a97e0ea7ae803ec0153316fefaa629461d6","hash":"757f3781c515dd1149dc005cef7ce92946b7fe0f4b68c8d339bd986245ce9121"},{"id":"s8","type":"live_surface","url":"https://miscsubjects.com/a/adjudication-calibration-study","title":"Calibration, measured: 30 oracle-labelled cases through the production gate","quote":"Three seats across two model families on 30 hashed, oracle-labelled synthetic cases: glm-5.2 30/30, kimi-k2.7 29/30, zero wrongful authorisations at the gate across all 30.","claim_ids":["c4"],"accessed_at":"2026-08-03T00:02:01.086Z","prev":"757f3781c515dd1149dc005cef7ce92946b7fe0f4b68c8d339bd986245ce9121","hash":"4f262ab2a552d08a065a1d2b3e268b4101a2e8ebfc03414f1ec7375f93ea2e9e"},{"id":"em_es_18f603b702c843e8a0fb","type":"email","title":"Letter to Prof. Ifeoma Ajunwa (Emory Law) — 2026-08-02","publisher":"miscsubjects.com","url":"https://miscsubjects.com/letter-emory-law-2026-08-02","to_name":"Prof. Ifeoma Ajunwa (Emory Law)","to_email":"iajunwa@emory.edu","subject":"A per-candidate disposition record for automated screening — an instrument, running, with its evidence public","sent_at":"2026-08-02","message_id":"es_18f603b702c843e8a0fb","sha256":"c677d759ac83cd326d10cfb6a5f02c4f232a28bf71e6bbfeea7085bb4c2d1c93","letter_url":"https://miscsubjects.com/letter-emory-law-2026-08-02","claim_ids":[],"accessed_at":"2026-08-03T00:29:12.632Z","prev":"4f262ab2a552d08a065a1d2b3e268b4101a2e8ebfc03414f1ec7375f93ea2e9e","hash":"81f7ca46e255b171d3b430222adb61b50746f625b69b6fcdc849f97ea80e957b"}]}