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ORGANIZATION
@nokia
Nokia's applied research team in Sunnyvale builds production agents; its researchers published AnyJev, a training-free layer that turns open LLMs into calibrated decision models (github.com/nokia-applied-research).
A training-free layer that turns an open LLM into a decision model. It reads typed choice, yes/no and score answers from one prefill, removes option-order bias with no labels and, from a few hundred labels, calibrates or fits a closed-form head. Weights stay untouched.