ScreenSense

Project Description: ARIA is a fully local, proactive AI co-pilot for Windows that monitors your screen continuously and intervenes with specific, helpful suggestions — without ever being prompted. Unlike traditional AI assistants that wait for input, ARIA watches, understands context, verifies what it sees, and speaks up only when it genuinely matters. Most desktop AI tools send a raw screenshot to a cloud model and trust whatever comes back. ARIA is different — it runs a cross-modal Verified Perception Layer that compares two independent sources simultaneously before any reasoning happens, eliminating hallucination at the perception level itself. No cloud dependency. No API quota. No hallucination. Everything runs on your machine.

Built With

• html
• powershell
• python