Unverified50% confidenceDecision RuleExact time
The formula for building code trust is: intent × guardrails × verification × evidence; the four elements are in a multiplicative relationship, none can be missing, and however strong three of them are, they cannot make up for a weak fourth.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFour questions for assessing the code trust gap: Does the agent know the standards before it starts work? What is it allowed to touch, and what requires a human decision? Is there anything other than the model that wrote the code checking it? Can you show what was found and how it was resolved?72% similarUnverified上下文编译方法将证据分为三个可信度层级:高可信(工单、应用日志、处理手册、配置文件)、中可信(错误截图OCR文本)、低可信(过期旧笔记)68% similarUnverifiedA safety test that proves a certain guarantee must defeat that guarantee itself, not the single line of code that implements it.63% similarUnverifiedOpen-sourcing code does not equal operational transparency; the actual performance of a recommendation system depends on three elements—algorithmic logic, training data, and runtime parameters—and X has only disclosed part of the algorithmic logic.63% similarUnverified'信任恒温器'方案中,每个决策带有基于原则测得的置信度分数,高于阈值则自动执行,低于阈值则人工介入,人的判断被反馈进学习回路。62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1011287API
curl https://kongchang.com/api/v1/knowledge/claims/1011287MCP
get_claim(id=1011287)