验证瓶颈
AI驱动科研中的核心矛盾：AI可以零边际成本大量生成科学假设，而实验验证的成本与时间无法同步扩展，导致假设生成速度远超验证能力的结构性失衡
Core Facts
Timeline (last 90 days)
Sonar calls the phenomenon of "writing code faster but no efficiency gain appearing" the "verification bottleneck".
The 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.
AI agents are penetrating faster and reaching deeper cognitive layers than previous automation technologies.
All Facts (3)
AI agents are penetrating faster and reaching deeper cognitive layers than previous automation technologies.
65%UnverifiedSonar calls the phenomenon of "writing code faster but no efficiency gain appearing" the "verification bottleneck".
50%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.
50%