Unverified50% confidenceDecision RuleExact time
The principle of the Trust in Depth framework is to always observe and verify selectively: low-risk actions need only be observed, while high-risk actions require verification.
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50%
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Long-term
Relevance
10/18/2026
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Related Claims
UnverifiedThe Trust in Depth framework contains five progressive layers: Scope, Know, Bound, Observe, and Prove.78% similarUnverifiedA reasonable approach is to tier by risk: read-only, reversible, and low-impact actions can trust upstream checks, while actions that produce real side effects, are irreversible, or involve sensitive resources require independent verification at the execution boundary.77% similarUnverifiedFor high-risk scenarios such as financial risk control and medical triage, calibration quality directly determines whether the model can be trusted.71% similarUnverifiedThe verification and calibration components are critical for making a model's confidence levels trustworthy.71% 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。69% similar
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