Unverified50% confidenceOpinionExact time
The SotaTek team believes the solution is often not to switch to a better model, but to establish a development process that forces problems to surface before they become production incidents
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAutomated remediation of errors is sometimes more harmful than leaving them unrepaired.68% similarUnverified自愈机制若过于激进可能自动修好本该暴露 bug 的测试失败，因此行业共识是自愈后必须有人工确认环节或明确的变更日志66% similarUnverifiedCOMED proposes a rescue-harm decomposition, where selective collaboration yields a net benefit when the number of rescued errors exceeds the harm introduced by collaboration.63% similarUnverifiedIf requirements are vague or inherently impossible to complete, a Loop Engineering system may fall into an infinite loop, making the design of exit conditions and escalation-to-human mechanisms critically important.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1004167API
curl https://kongchang.com/api/v1/knowledge/claims/1004167MCP
get_claim(id=1004167)