Unverified50% confidenceDecision RuleExact time
The stopping condition is not the model's self-reported completion, but a state at the product/repository level that can be independently verified by a third party, such as a scripted reload showing the field still exists, a test going from red to green, or a trace reproducing the old failure.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
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Related Claims
UnverifiedIf there are clear acceptance criteria, it is best to also provide a verification script; if verification fails, the system continues to fix issues until the script passes; if no verification command is provided, the system defaults to treating the completion of all steps as the pass condition.72% similarUnverifiedBefore an environment goes live, three things must be verified: the task is genuinely solvable after a clean reset, the validator cannot be gamed, and run results remain comparable.70% similarUnverifiedA single-node execution may pass validation, but if the upstream output structure changes, errors may actually occur during real triggers; therefore, it is recommended to run a full end-to-end test before going live.68% similarUnverifiedThe 'generate—verify—fix' closed-loop technology consists of three stages: code generation (the model produces candidate implementations based on requirements), static or dynamic checking (syntax parsing, type checking, running test cases, or model review), and feeding the check results back to the model for correction and regeneration.68% similarUnverifiedThe 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.67% similar
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