Confidence Is Not a Promise: A Reference Audit of Typed Decision Models
arXiv:2610.36311v1 Announce Type: cross Abstract: Typed decision models return a probability distribution over options supplied by the caller, and software tends to act on that number as if it were a guarantee. We measure what it licenses, comparing the open-weight Laya, in five checkpoints, with J…
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- 2026-10-28 04:00 · arXiv stat.ML
Confidence Is Not a Promise: A Reference Audit of Typed Decision Models