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Comparisons
Tripwire
The immune system for AI-agent fleets. It holds risky agent actions before they run, traces a poisoned input across the fleet, and cures it with a fix proven on ~30M events in ClickHouse.
Group 20 (ViZ Agent)
ViZ Agent finds pedestrian–vehicle conflicts in street and dashcam video, double-checks each one with three AI checks, and turns the verified ones into ranked hotspots and a drafted work order for city traffic engineers.