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OpenCV 5 on AWS scans GOES-18 every 10 min for Hawaiʻi wildfires; a Claude agent gathers evidence, a human approves. Lahaina replay: flagged ~6 h before polar satellites.
Nemotron on Nebius Token Factory guards election websites: a hash detects every change, Nemotron triages what it means, Tavily hunts misinformation, and a human makes the final call.
Supervised disaster micro-grants: PayPal takes donations and sends payouts, Claude explains every request and red flag, and a human volunteer approves every dollar.
Supervised GitLab Duo flow that blocks bad merges to election sites (wrong totals, lookalike links, injected scripts), explains why in plain English, and leaves release to a human.
