Unverified50% confidenceDecision RuleExact time
Wity's returned probabilities let developers set confidence thresholds (e.g. auto-route only if probability exceeds 0.85, otherwise escalate to a human), and thresholds can be set per question.
1
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50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
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Related Claims
UnverifiedCalibrated probabilities allow engineers to set thresholds for automatic escalation to human review, for example, escalating to human review when confidence falls below 60%.75% similarUnverifiedThe combination of structured answers plus probabilities allows the caller to do threshold control: when the probability is below a certain value, the task is handed off to a human, and when it is above the threshold, it is executed automatically.70% similarUnverifiedConfidence thresholds should be adjusted dynamically based on the online manual correction rate—if the manual rejection rate for a certain type of field remains high, it indicates the threshold is too loose and needs to be tightened.70% similarUnverifiedAdaptiveSpec's stepwise margin rule: when the ratio of the target model's probability on a draft token to its top-1 token probability exceeds a certain threshold, the draft token is accepted even if the two do not exactly match.69% similarUnverifiedIn visual defect detection scenarios, threshold rules can be set based on calibrated probabilities: probabilities above 0.95 are automatically passed, those below 0.6 are directly rejected, and the intermediate range is routed to manual review.69% similar
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