{"slug":"logical-economics","verification":{"valid":true,"entries":14,"head":"23b23bd969b34b1eab13591e9135ee2bfa9b6902bb1f7b34f14131d40ee2f1fa"},"count":14,"sources":[{"id":"s1","type":"live_surface","url":"https://miscsubjects.com/a/adjudication-probe-report-eu-ai-act","method":"GET","title":"The 14-item suite and the 70 findings this table is computed from","summary":"Four rates per model, the agreement estimators, and every probe item with its declared correct verdict and the reason.","accessed_at":"2026-07-30T03:35","prev":"genesis","hash":"0f902444b3ffc7517689c427b6a57ac4950d33d55bf37fa80fb8f1b5f011344b"},{"id":"s2","type":"live_surface","url":"https://miscsubjects.com/api/directory/SEAL_PANEL","method":"GET","title":"The gate whose behaviour the table simulates","summary":"Unanimity, identical clause citations, and channel diversity counted by training family. Deterministic; no model at the sealing position.","accessed_at":"2026-07-30T03:35","prev":"0f902444b3ffc7517689c427b6a57ac4950d33d55bf37fa80fb8f1b5f011344b","hash":"84e34479059a384e1c63a410dfa2eb46a435d5f40ffb39b9f82b484351e6f110"},{"id":"s3","type":"live_surface","url":"https://miscsubjects.com/a/the-surety-primitive","method":"GET","title":"The four live assemblies: four escalations, zero emissions","summary":"Two of them unanimous, both escalated on clause divergence. The table's emit rates are upper bounds for exactly this reason.","accessed_at":"2026-07-30T03:35","prev":"84e34479059a384e1c63a410dfa2eb46a435d5f40ffb39b9f82b484351e6f110","hash":"9925bca8a1848ad9557e374e7f35eac396f2d215aba8f22c929eec916c89ae9d"},{"id":"m1","type":"model","model":"kimi-k2.7-code","vendor":"moonshotai","surface":"Workers AI · single-channel configuration","object":"probe-suite@ffa8135dd89d","passes":14,"verdict":"best single channel · undetected-wrong 0.214","quote":"The strongest single channel on this task class still emits a wrong answer on three items in fourteen. One channel is the configuration the industry ships by default.","url":"https://miscsubjects.com/a/adjudication-probe-report-eu-ai-act","accessed_at":"2026-07-29T19:14","hash":"1db1899acabe1dcd1b7e78954aebf22a08bbbf0a73ee6266c886d11e79f29a03","prev":"9925bca8a1848ad9557e374e7f35eac396f2d215aba8f22c929eec916c89ae9d"},{"id":"m2","type":"model","model":"llama-3.3-70b-instruct-fp8-fast","vendor":"meta","surface":"Workers AI · diversity channel","object":"probe-suite@ffa8135dd89d","passes":14,"verdict":"worst single channel 0.571 · best diversity contribution","quote":"The weakest channel by accuracy is also the most useful addition to a panel, because its errors are least correlated with the others. Count and quality are not the same axis as diversity.","url":"https://miscsubjects.com/a/adjudication-probe-report-eu-ai-act","accessed_at":"2026-07-29T19:14","hash":"6c2482912726ed5ac8b8291a40742581b107704b8a171e0035c4aecc1d85bb15","prev":"1db1899acabe1dcd1b7e78954aebf22a08bbbf0a73ee6266c886d11e79f29a03"},{"id":"r1","type":"receipt","url":"https://miscsubjects.com/receipt/inv_ivezpvux57","invocation_id":"inv_ivezpvux57","capability":"SEAL_PANEL","verdict":"material result proven","title":"A unanimous panel the gate escalated anyway","summary":"The clause-citation test firing where a vote count would have emitted — the reason the table's emit rates are upper bounds.","accessed_at":"2026-07-30T03:35","prev":"6c2482912726ed5ac8b8291a40742581b107704b8a171e0035c4aecc1d85bb15","hash":"d364556e50af285f0cfce32ddfb007e99e22b3089c4c36846480320c89e28d52"},{"id":"g_approve","type":"receipt","url":"https://miscsubjects.com/receipt/inv_df97ytym64","invocation_id":"inv_df97ytym64","capability":"SEAL_PANEL","verdict":"material result proven","title":"The gate decided APPROVE","summary":"unanimous AFFIRM, identical clause citations, enough distinct training families, no malformed finding, stated confidence at or above the floor · action authorised: yes","accessed_at":"2026-07-30T03:35","prev":"d364556e50af285f0cfce32ddfb007e99e22b3089c4c36846480320c89e28d52","hash":"1d1661b45f45f339679745a25f04a77587ac9f217d9cfa85e84a8e35b1fe22ab"},{"id":"g_negate","type":"receipt","url":"https://miscsubjects.com/receipt/inv_p16tspdf3v","invocation_id":"inv_p16tspdf3v","capability":"SEAL_PANEL","verdict":"material result proven","title":"The gate decided NEGATE","summary":"unanimous DENY on the same terms — the action is refused, not deferred · action authorised: no","accessed_at":"2026-07-30T03:35","prev":"1d1661b45f45f339679745a25f04a77587ac9f217d9cfa85e84a8e35b1fe22ab","hash":"592f6beb80d382fae2d0017b8c8a26cbb750281b62abbc9c7aefcca182285c3a"},{"id":"g_no_action","type":"receipt","url":"https://miscsubjects.com/receipt/inv_vnyq5o2ve5","invocation_id":"inv_vnyq5o2ve5","capability":"SEAL_PANEL","verdict":"material result proven","title":"The gate decided NO_ACTION","summary":"unanimous CANNOT_CONCLUDE — a required record is missing, so nothing is authorised and nothing is refused · action authorised: no","accessed_at":"2026-07-30T03:35","prev":"592f6beb80d382fae2d0017b8c8a26cbb750281b62abbc9c7aefcca182285c3a","hash":"7231d60e197e76ed20e3a4e6a87ad746f5640a83fa0a9ebefdbc3df5a6206a7b"},{"id":"g_dispute","type":"receipt","url":"https://miscsubjects.com/receipt/inv_bhbpezra76","invocation_id":"inv_bhbpezra76","capability":"SEAL_PANEL","verdict":"material result proven","title":"The gate decided DISPUTE","summary":"the only failing test is a stated confidence below the supplied floor · action authorised: no","accessed_at":"2026-07-30T03:35","prev":"7231d60e197e76ed20e3a4e6a87ad746f5640a83fa0a9ebefdbc3df5a6206a7b","hash":"e1cc22444232361053de660c1309f23081dc92051a3db5b8c7b8e0f734582533"},{"id":"g_escalate","type":"receipt","url":"https://miscsubjects.com/receipt/inv_agl1v89k7v","invocation_id":"inv_agl1v89k7v","capability":"SEAL_PANEL","verdict":"material result proven","title":"The gate decided ESCALATE","summary":"any verdict divergence, clause-citation divergence, malformed finding, too few channels, or too little training-family diversity · action authorised: no","accessed_at":"2026-07-30T03:35","prev":"e1cc22444232361053de660c1309f23081dc92051a3db5b8c7b8e0f734582533","hash":"a5c9e7bcd3cbf91d62c54417acdf1ef3471dc326efd61d68ad50d772925a808e"},{"id":"loop_A_approve_at","type":"receipt","url":"https://miscsubjects.com/receipt/inv_f46ahlj30h","invocation_id":"inv_f46ahlj30h","capability":"ALLOCATE_REASONING","verdict":"material result proven","title":"The loop, run end to end: ESCALATE","summary":"internal-bookkeeping at epsilon 0.3; clause_citation_divergence:[2,4,5] vs [1,2,4,6] vs [1,2,5,6]","accessed_at":"2026-07-30T05:00","prev":"a5c9e7bcd3cbf91d62c54417acdf1ef3471dc326efd61d68ad50d772925a808e","hash":"ead57f6d9396941a1e26bf769295c5f855f397e4b1ee9e87f34037182ae2e9a3"},{"id":"loop_B_negate_att","type":"receipt","url":"https://miscsubjects.com/receipt/inv_4b8o0kkxfh","invocation_id":"inv_4b8o0kkxfh","capability":"ALLOCATE_REASONING","verdict":"material result proven","title":"The loop, run end to end: ESCALATE","summary":"internal-bookkeeping at epsilon 0.3; clause_citation_divergence:[1,2,3,5,6] vs [1,2,3,5] vs [5]","accessed_at":"2026-07-30T05:00","prev":"ead57f6d9396941a1e26bf769295c5f855f397e4b1ee9e87f34037182ae2e9a3","hash":"6940c07799a8bb04f536581a99f5ac35771099574d50057529dcf9505f4753bd"},{"id":"loop_row","type":"live_surface","url":"https://miscsubjects.com/api/directory/ALLOCATE_REASONING","method":"GET","title":"The allocator, readable before you trust it","summary":"Server-owned policy for R, K and epsilon; measured configurations only; escalates when no configuration meets the epsilon for the task class.","accessed_at":"2026-07-30T05:00","prev":"6940c07799a8bb04f536581a99f5ac35771099574d50057529dcf9505f4753bd","hash":"23b23bd969b34b1eab13591e9135ee2bfa9b6902bb1f7b34f14131d40ee2f1fa"}]}