Comparing UIA and CDP: How Instrumentation Errors Masked Automation Click Performance
A measured Skynet field study of UIA, CDP, coordinate mapping, occlusion, and provider acceptance with corrected experiments and raw evidence.
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A measured Skynet field study of UIA, CDP, coordinate mapping, occlusion, and provider acceptance with corrected experiments and raw evidence.
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Abstract Autonomous desktop agents remain far below human performance on real-world operating-system benchmarks, with the best reported results reaching only 12.24% task completion on OSWorld compared to a 72.36% human baseline. We hypothesize that the primary bottleneck is not large-language-model reasoning but rather the
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