Unverified50% confidenceCautionExact time
"Experiments" without an evaluation set easily degenerate into choosing by gut feeling; experiments should record the full configuration and outputs to ensure reproducibility.
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Long-term
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10/31/2026
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UnverifiedA controlled experiment is a basic research design for testing intervention effects: the sample is divided into an experimental group and a control group, the former receives the intervention while the latter remains unchanged, and then the outcome differences between the two groups are compared.74% similarUnverifiedPointwise verification scores each generated result independently, does not depend on other samples, and its output can be used directly as a reward, but absolute scores are hard to calibrate and the model easily learns to game the score.74% similarUnverifiedIn experiments, only one variable should be changed at a time and the results of each experiment should be recorded, in order to build a judgment of which changes are effective.73% similarUnverifiedThis test is a non-strictly controlled experiment, and prompts, environment and API calling methods all affect the results; the uploader put the prompts in the comments section to encourage others to reproduce it.73% similarUnverified理想的评估流程应将仿真评估作为初筛工具排除明显不合格的策略，再通过真实世界物理测试完成最终验证72% similar
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