Unverified50% confidenceOpinionExact time
Whether a generation duration exceeding 10 minutes means stable quality and coherent logic still awaits testing through actual use.
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/13/2026
First Seen
Valid until: 10/27/2026
Sources
Related Entities
Related Claims
UnverifiedManually writing test cases for requirements documents of equivalent scale typically takes several days, whereas automated solutions improve efficiency by more than 10 times.74% similarUnverifiedAfter the first verification artifact is generated, it can be quickly evaluated at another operating point; benchmarks show that re-running an artifact takes approximately 12 milliseconds.74% similarUnverified多智能体系统能够在几分钟内完成一轮完整的'假设-编码-回测-优化'循环，而传统量化研究中这一过程可能需要数天甚至数周70% similarUnverifiedIn actual testing, a single classification by the Dify question classifier takes approximately 11 seconds, because execution speed depends on the large model's response.69% similar
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