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- Add AI provider indicator showing local (Ollama) vs cloud (Anthropic/OpenAI) analysis - Add "What Discovery Does" explanation section before first scan - Show commands preview before scan so users know what will run - Add scan details section showing raw command outputs for admins - Filter sensitive Docker labels (passwords, secrets, tokens) before AI analysis - Add comprehensive tests for label filtering This improves sysadmin confidence by making discovery transparent about what it does, what data it collects, and where that data goes.