Unverified50% confidenceSolutionExact time
The check in loop engineering should be to verify results rather than to regenerate them; having the model regenerate once more often yields only another version of the answer.
1
Sources
50%
Confidence
Long-term
Relevance
9/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedRegression testing refers to re-running existing test cases after modifying code to ensure that the new changes have not introduced new bugs or broken existing functionality.76% similarUnverified选择和使用不同模型档位时不能仅凭版本号判断，基于真实场景的多轮测试才是评估模型能力的可靠依据74% similarUnverifiedIf Claude Code finds that the result did not meet expectations during the validation phase, it automatically returns to the beginning of the loop to re-execute, rather than stopping to wait for user intervention after the first failure.72% similarUnverifiedReproduction should proceed by isolating and validating layer by layer in the order of representation quality, then downstream actor, then data pipeline, using synthetic data for unit tests rather than blindly tuning hyperparameters.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/849980API
curl https://kongchang.com/api/v1/knowledge/claims/849980MCP
get_claim(id=849980)