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Posts tagged with "uitag"
Hybrid UI Detection: Why We Split Vision and Intelligence
uitag combines Apple Vision's text detection with a fine-tuned YOLO model to hit 90.8% coverage on ScreenSpot-Pro — faster and cheaper than VLM-only approaches.
Benchmarking UI Detection on ScreenSpot-Pro
How we evaluated uitag against 1,581 annotations across 26 professional macOS applications — methodology, results, and what the numbers actually mean.
Why Detection and Intelligence Should Be Separate Layers
The architectural argument for splitting UI perception from UI reasoning — and what happens when you don't.
Multi-Signal Verification for VLM UI Agents
One detection method is a guess. Two that agree are evidence. How Leith uses signal redundancy to make UI interaction reliable.