ThinkJev: One Thought, Every Budget for Calibrated Typed Decisions

Xiaolu Ding, Kai Yang, Dongdong Liu

Many uses of language models end in a typed decision: a choice among a closed set of options, whose probabilities code can act on. Reading those probabilities from one forward pass…