Unverified50% confidenceDecision RuleExact time
Review checkpoints should be placed according to risk type rather than process position, and reversible and irreversible operations should be distinguished
1
Sources
50%
Confidence
Long-term
Relevance
10/3/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA 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.76% similarUnverifiedExplainability should be designed according to risk classification: basic post-hoc explanation suffices for low-risk scenarios, data lineage tracking is required for medium risk, and the highest risk requires linking explanations to specific individuals.75% similarUnverified风险分级应引入'默认最高风险'（Fail-Safe Default）原则，对无法匹配任何规则的未知工具自动归入高风险类别触发人工审批74% similarUnverifiedLow-risk changes that are testable and easily reversible are more suitable for autonomous execution by an Agent, as the experimental framework itself has built-in safety valves.73% similar
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