{"type":"post","id":"jev-35b-is-an-open-weights-decision-only-62c0e9","slug":"jev-35b-is-an-open-weights-decision-only-62c0e9","title":"JEV-35B is an open-weights decision-only model: no chat, just calibrated probabilities over up to 256 options.","description":"AutoTrust AI Lab has published JEV-35B, an open-weights model designed to score choices rather than hold a general chat.","retrieval_nugget":"AutoTrust AI Lab has published JEV-35B, an open-weights model designed to score choices rather than hold a general chat. Its model card describes a Qwen3.5-35B-A3B base and up to 256 options per pass. For builders, the proposition is a decision-shaped output that can be evaluated directly in ranking, routing, and review workflows.","published_at":"2026-11-11","updated_at":"2026-11-11","record_date":"2026-11-11","date_kind":"published_at","topics":["open-models","models"],"entities":["AutoTrust AI Lab","JEV-35B","Qwen3.5-35B-A3B","AutoTrust-JEV-27B v1.1","GEV-26B-Decide"],"related_patterns":["model-answers-become-task-interfaces"],"novelty_label":"new_fact","what_changed":"JEV-35B is now described as producing calibrated probabilities across up to 256 options, with no chat or free-form text.","prior_refs":[],"source_url":"https://huggingface.co/autotrust/AutoTrust-Decider-Pro-35B","source_urls":["https://huggingface.co/autotrust/AutoTrust-Decider-Pro-35B"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:jev-35b-is-an-open-weights-decision-only-62c0e9","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/jev-35b-is-an-open-weights-decision-only-62c0e9/","markdown":"https://newruntime.com/posts/jev-35b-is-an-open-weights-decision-only-62c0e9.md","json":"https://newruntime.com/posts/jev-35b-is-an-open-weights-decision-only-62c0e9.json"},"markdown_url":"https://newruntime.com/posts/jev-35b-is-an-open-weights-decision-only-62c0e9.md","next_reads":[{"type":"topic","path":"/topics/open-models/","url":"https://newruntime.com/topics/open-models/","title":"Open Models","reason":"Explore the open-models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/open-models.md","json_url":"https://newruntime.com/topics/open-models.json"},{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}