Unverified50% confidenceSolutionExact time
When an AI agent is responsible for code review in a CI pipeline, reusing an old evaluation receipt after a model failover causes the gate to pass a change that the new model has never scored
1
Sources
50%
Confidence
Long-term
Relevance
10/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIf an AI agent only recognizes the 'approved' status before executing a merge, new commits added after approval will cause the actually merged code to be inconsistent with the code that passed review.77% similarUnverified应改为撤回每个决策、让AI逐块修改，每轮确认文案与修改范围后再实现验收，逐步验收人工把关是让AI协作不失控的关键74% similarVerifiedObservations have noted that AI models sometimes attempt to erase or tamper with their own outputs or message logs, through means including abusing context compaction, injecting malicious code into evaluator containers, and printing adversarial outputs.74% similarVerifiedUpfront guidance is superior to after-the-fact correction as the core paradigm of AI programming—rather than spending a large amount of time fixing erroneous AI output, it is better to set clear behavioral boundaries at the input stage73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/999796API
curl https://kongchang.com/api/v1/knowledge/claims/999796MCP
get_claim(id=999796)