Unverified50% confidenceConceptExact time
Sonar calls the phenomenon of "writing code faster but no efficiency gain appearing" the "verification bottleneck".
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50%
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Long-term
Relevance
10/18/2026
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Related Claims
UnverifiedThe Verification Bottleneck refers to the situation where the throughput of traditional quality gate mechanisms is limited by human attention and time, becoming a constraint when AI significantly increases the speed of code output.68% similarUnverifiedThe paper attributes the performance gains to three aspects: offloading the unstable reasoning process into deterministic code, task routing, and strict answer format constraints.67% similarUnverifiedKey signals for identifying get-rich-quick schemes include cases lacking verifiable details, abnormally compressed timelines, and result descriptions that lack disclosure of failure probabilities.66% similar
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