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The live Obico classification was only visible under Settings -> Failure Detection, so tracking how detection matched an ongoing print meant flipping between the Printers screen and Settings. Each printer card's badge row now shows an AI badge whenever detection is enabled for that printer, like the other health badges: gray Idle while no print is being watched, then green Safe, amber Warning, or red Failure while a print is actively monitored. The tooltip carries the current smoothed score; clicking jumps to the full detection status and history in Settings. Printers excluded from the monitored subset show no badge. Served by a new lightweight /obico/printer-status endpoint readable with printer permissions alone - it exposes only the enabled flag, the monitored-printer set, and per-printer classification, keeping ML URL and other configuration behind the existing settings-gated endpoint.