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108 real-world computer-use workflows: 20.6% agent completion

108 real-world, long-horizon computer-use workflows. Average rollout: 318 tool calls. Top frontier agent (Claude Opus 4.8 with max thinking + batched tool calls): 20.6% end-to-end completion (54.8% partial progress). Partial progress is real. Reliable end-to-end computer use is

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