Unverified50% confidenceFactExact time
Slow jobs have higher failure rates than fast jobs because there are more moving parts and a longer window for things to go wrong.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor agent-type applications, long-term stable operation is more important than execution speed, because interruptions lead to loss of cached state and task failure.79% similarUnverifiedIncorrect tool selection can lead to longer execution times, higher API costs, and lower task success rates.78% similarUnverifiedIn multi-step tasks, tool-call failures accumulate, and a high single-step failure rate causes the overall success rate to decline exponentially.74% similarUnverifiedWhen the replanning frequency of the planner is reduced, the success rates of both navigation and manipulation tasks suffer a catastrophic decline.74% similarUnverifiedAn excessive pursuit of speed may sacrifice code quality, depth of contextual understanding, or the completion of complex tasks; the real challenge lies in improving response speed while maintaining output quality.73% similar
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