How to Speculate about Uncertainty in Agentic Coding? A Draft-Model Gate Method
Speculative Uncertainty (SU), a method that recovers a predictive failure signal for a black-box agent from its output tokens alone, with no access to logits, weights, activations, or repeated sampling, is presented.
Konstantin Grotov, Valentin Malykh
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