Unverified50% confidenceDecision RuleExact time
Calibrated probabilities allow engineers to set thresholds for automatic escalation to human review, for example, escalating to human review when confidence falls below 60%.
1
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50%
Confidence
Long-term
Relevance
9/21/2026
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Related Claims
UnverifiedIn high-risk scenarios, automatic execution is only permitted when the matching confidence exceeds a very high threshold (such as 99.5%); otherwise it is downgraded to manual review.74% similarUnverifiedCommon engineering practices include setting an intermediate zone where low confidence triggers human review, rather than simply using a single threshold for binary judgment.73% similarUnverifiedExcessively long agent reasoning chains can lead to error accumulation, so engineering practices typically incorporate safety mechanisms such as maximum loop counts and manual confirmation at key nodes.70% similar
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