Unverified50% confidenceFactExact time
In AI systems, confidence is typically expressed as a probability value between 0 and 1, reflecting the model's estimate of the correctness of its own output.
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50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
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Unverified讲者认为评估AI编程代理应关注80%、90%、99%成功率下的数据而非常被引用的50%成功率版本，因为99%才意味着可信赖并委托给模型72% similarUnverifiedConformal prediction provides finite-sample validity guarantees without making parametric assumptions about the data distribution, meaning that prediction intervals cover the true value at a frequency of at least 1-α at confidence level α.70% similarVerifiedCalibrated confidence means that when the system gives a score of 0.9, the probability of being correct should be close to 90%.70% similarVerifiedIf the probability of the AI making a correct decision is 90%, blindly following the AI's decisions 10 times in a row yields a final accuracy rate of only approximately 35% (0.9 to the power of 10).70% similarUnverifiedInference compute is expected to account for two-thirds of total AI computing power.69% similar
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