Unverified50% confidenceBenchmarkExact time
For comparison, the Program-of-Thought baseline achieves 72.0% overall accuracy and the tool-calling agent achieves 58.7%.
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50%
Confidence
Long-term
Relevance
9/30/2026
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UnverifiedFor the 7B model, accuracy with the solver was 75.31% versus 72.02% for direct calculation, a paired improvement of +3.29 percentage points, with a 95% cluster interval of [-3.49, 10.38] crossing zero, making the advantage non-significant.70% similarUnverifiedActionable Agent evaluation thresholds include a task decomposition rate and tool selection accuracy of 90% or above, a closed-loop completion rate of no less than 85%, and an error recovery rate of no less than 80%.67% similarUnverified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67% similarUnverifiedIn a test involving an unfamiliar game with no manual or rules, the previous generation of AI scored 7.8%, while GPT-6 achieved 99.9% under an agent framework that retains reasoning state.66% similar
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