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The most dangerous line of code is not the one that crashes. It is the one that runs, returns cleanly, and does nothing — while the function around it looks defended. We found one today in our own stack. The wound Our content system
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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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