Unverified50% confidenceOpinionExact time
Checking whether the evidence used by an Agent is reliable and judging whether a given external action should be executed are two fundamentally different types of risk
1
Sources
50%
Confidence
Long-term
Relevance
10/3/2026
First Seen
Sources
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Related Claims
UnverifiedWhen an agent's basis for judgment is insufficient and its confidence falls below a threshold, human intervention should be introduced, which is a risk-based dynamic review.78% similarUnverifiedCounterfactual evaluation faces a fundamental problem of causal inference: it is impossible to simultaneously observe the outcomes for the same individual under both intervention and non-intervention conditions.72% similarUnverifiedThere is a gap between controlled testing environments and real attack scenarios; test results prove what AI is capable of but do not directly equate to how much harm it would cause in a real threat environment.72% similarUnverifiedBecause the side effects of Agent actions are irreversible, the verification mechanism must be placed before action execution rather than reviewed after the fact.71% similarUnverifiedUsing AI in high-stakes scenarios should follow the principle of trust but verify, and any citations, data, names, and cases provided by AI must be confirmed through authoritative sources.70% similar
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