{"slug":"cro-model-validation-instrument","verification":{"valid":true,"entries":7,"head":"a541d26742afe4383038578a7b4aee70a9a26c6099dff5422e3230ca8116006f"},"count":7,"sources":[{"id":"s1","type":"live_surface","title":"The derivation-agreement gate — effective challenge, mechanised","publisher":"miscsubjects.com","url":"https://miscsubjects.com/a/auditable-reasoning-hardened","summary":"Independent models under a pinned rule set; the gate refuses to authorise when their clause-by-clause derivations diverge, even on a unanimous verdict. Includes the false-convergence defect and its fix.","accessed_at":"2026-07-30T00:00","claim_ids":["c2","c6"],"prev":"genesis","hash":"cdda52112312e61afecb24fa597bb5ca75e12a6facf6122f874a0a2fdc955b1a"},{"id":"s2","type":"live_surface","title":"A unanimous verdict, refused on divergent derivation","publisher":"miscsubjects.com","url":"https://miscsubjects.com/receipt/inv_o6s0exhodd","summary":"Three models returned CANNOT_CONCLUDE citing the same clauses; two derived it differently, so the gate escalated instead of concluding.","accessed_at":"2026-07-30T00:00","claim_ids":["c3"],"prev":"cdda52112312e61afecb24fa597bb5ca75e12a6facf6122f874a0a2fdc955b1a","hash":"e86913efcf2d011bec987c5a5b6062118d3ce0e454763b771a907f72deae5d83"},{"id":"s3","type":"live_surface","title":"Measured per-model error rates under a fixed rule set","publisher":"miscsubjects.com","url":"https://miscsubjects.com/a/adjudication-probe-report-eu-ai-act","summary":"Krippendorff alpha, Fleiss kappa, per-model rates, the prevalence paradox — the quantitative evidence a validation file needs.","accessed_at":"2026-07-30T00:00","claim_ids":["c4"],"prev":"e86913efcf2d011bec987c5a5b6062118d3ce0e454763b771a907f72deae5d83","hash":"67b4f4f155a25bbf287633ad871bc0d4025e012761096431875c0f234cd514ce"},{"id":"s4","type":"live_surface","title":"The 72-call variance study: what the governing prompt actually changes","publisher":"miscsubjects.com","url":"https://miscsubjects.com/a/auditable-reasoning-audited","summary":"Three prompt arms x three models x eight runs. Auditable structure appears ONLY under the constitution (0 of 48 calls without it); clause-citation agreement rises 0.74 to 0.95; cost per governed call measured.","accessed_at":"2026-07-30T00:00","claim_ids":["c5","c8"],"prev":"67b4f4f155a25bbf287633ad871bc0d4025e012761096431875c0f234cd514ce","hash":"1520e3ffc571a25afbbe25bb9e0f2df9b584af6c6084ad41d706e01ac2151981"},{"id":"s5","type":"live_surface","title":"The genuine APPROVE — unanimous verdict, identical derivation","publisher":"miscsubjects.com","url":"https://miscsubjects.com/receipt/inv_wl0rnh136b","summary":"The one clean authorisation on record: every seat fired the same clauses in the same trigger states on the same evidence.","accessed_at":"2026-07-30T00:00","claim_ids":["c6"],"prev":"1520e3ffc571a25afbbe25bb9e0f2df9b584af6c6084ad41d706e01ac2151981","hash":"b77fb85e7dd0515cd37cfac70967868197b4148fef3d584ef58b2f84598cc82c"},{"id":"s6","type":"live_surface","title":"A structurally invalid finding, voided","publisher":"miscsubjects.com","url":"https://miscsubjects.com/receipt/inv_2dsklah529","summary":"The cheapest seat invented clauses 7, 8 and 12 that do not exist in the rule set. The parser voided the finding; an invalid finding can never authorise.","accessed_at":"2026-07-30T00:00","claim_ids":["c7"],"prev":"b77fb85e7dd0515cd37cfac70967868197b4148fef3d584ef58b2f84598cc82c","hash":"c8d50033b6de16f19138cb731a39394749e88686f873c8ef4e42d7202cb3a823"},{"id":"s7","type":"live_surface","title":"The instrument reviewing its own input: eight defects found","publisher":"miscsubjects.com","url":"https://miscsubjects.com/receipt/inv_qh3ge2x74b","summary":"A governed model asked to critique the case input found the rule set stated only a necessary condition where a sufficient one was needed — the divergence was the input, not the models.","accessed_at":"2026-07-30T00:00","claim_ids":["c9"],"prev":"c8d50033b6de16f19138cb731a39394749e88686f873c8ef4e42d7202cb3a823","hash":"a541d26742afe4383038578a7b4aee70a9a26c6099dff5422e3230ca8116006f"}]}