Unverified50% confidenceFactExact time
ZTC (Zero-Token Confidence) takes a question-answer pair generated by any model and outputs whether the answer is trustworthy in a single forward pass, without generating any text.
1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
Sources
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Related Claims
UnverifiedThe decision model takes a state and up to five typed questions (noul/choice/score) and returns answers and confidence in a single forward pass, generating no text, so output_tokens is 0.61% similarUnverifiedA common error when passing values to optional fields is the model directly sending null instead of omitting the control signal, causing strict ZOD mode to reject it61% similarUnverifiedWhen the classifier call fails, the message is treated as in-scope and handed to the answering model, rather than staying silent.57% similarUnverifiedA reliable way to distinguish an empty-result query from a negative result is to introduce a positive control: run the same query with a record you are sure exists; if the control also returns zero rows, the query itself is broken.57% similarUnverifiedThe ZDR policy means that data exists only within the in-memory inference pipeline and is released after inference is complete, and will not be written to disk or enter a logging system.55% similar
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