What We Built Today
We enhanced LuxurAI Cowork's Neo v0.1 vision engine - our in-house desktop perception system running on a dedicated dual-GPU cluster. Key improvements:
- 15fps screen capture pipeline with OCR text extraction
- Fuzzy UI element matching
- Human-in-the-loop safety gates
The Problem We Solved
Most desktop agents fail at:
- Real-time visual grounding
- Handling UI variations
- Safe automation
Our architecture combines:
- Local GPU vision processing
- Hybrid model orchestration
- Ephemeral auth tokens
Transparent Economics
- ₹0.25 per credit (no subscriptions)
- 45 free credits on signup
How We Can Make This Better
Seeking feedback on:
- Multi-monitor support
- Frame capture optimization
Try the beta: https://luxurai.in
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