Unverified50% confidenceDecision RuleExact time
Suggested pre-release stop rule: use strict mode on the first attempt; after a failure, make one repair call that includes the validation error verbatim; on the second failure, escalate to a human or queue instead of looping retries; three attempts are usually a bug disguised as a retry policy.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe repair loop should feed the exact validation error from the previous attempt back to the model for re-prompting, rather than regenerating from scratch; in actual operation the second attempt corrects most type errors.73% similarUnverifiedAuto mode previously retried indefinitely when a safety check refused to review an operation; after the fix, it now refuses once directly and explains that retrying is unhelpful.69% similarUnverifiedTest drift makes scores incomparable, so you must lock the task set version and prompt version, and record the model ID rather than "latest version".69% similarUnverifiedBoth types of unlearning implementation errors—multiplying by 0.0 short-circuit and replacing targets with wrong labels—will not trigger runtime errors or exceptions during code review.67% similarUnverifiedAmong the failures that did not pass the check, 67.24% still terminated cleanly—they invoked state-changing tools and reported no final tool error at the end.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1052531API
curl https://kongchang.com/api/v1/knowledge/claims/1052531MCP
get_claim(id=1052531)