How to Build a Decision Model Like Jev
https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/
Antonello FratepietroHow to Build a Decision Model Like JevAutoregressive decoding is the wrong tool when software needs a fast, calibrated probability over a fixed set of outcomes. Here is how System-One decision models work from the inside: Hugging Face’s new /v1/systemone endpoint for turning 250+ LLMs and VLMs into zero-shot decision engines, reserved option tokens and readout heads, calibration with soft labels, tree-batched serving, and what black-b