{"type":"post","id":"autotrust-jev-27b-v1-1-is-a-27b-eea6f6","slug":"autotrust-jev-27b-v1-1-is-a-27b-eea6f6","title":"AutoTrust-JEV-27B v1.1 is a 27B decision model outputting option probabilities, not free-form text.","description":"AutoTrust AI Lab has released AutoTrust-JEV-27B v1.1, a 27-billion-parameter model that assigns probabilities to options supplied in a question rather than generating free-form answers.","retrieval_nugget":"AutoTrust AI Lab has released AutoTrust-JEV-27B v1.1, a 27-billion-parameter model that assigns probabilities to options supplied in a question rather than generating free-form answers. Its model card reports a 67.31 skill index across 37 Decision Index benchmarks, while warning that the evaluation does not establish probability calibration or deployment readiness.","published_at":"2026-11-08","updated_at":"2026-11-08","record_date":"2026-11-08","date_kind":"published_at","topics":["models"],"entities":["AutoTrust AI Lab","AutoTrust-JEV-27B v1.1","Hugging Face","Decision Index","vLLM"],"related_patterns":["model-answers-become-task-interfaces"],"novelty_label":"new_fact","what_changed":"AutoTrust released a new 27B v1.1 decision model that outputs option probabilities rather than free-form text.","prior_refs":["https://newruntime.com/posts/autotrust-ai-lab-released-gev-26b-decide-a-07a969/"],"source_url":"https://huggingface.co/autotrust/AutoTrust-JEV-27B-v1.1","source_urls":["https://huggingface.co/autotrust/AutoTrust-JEV-27B-v1.1"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:autotrust-jev-27b-v1-1-is-a-27b-eea6f6","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/autotrust-jev-27b-v1-1-is-a-27b-eea6f6/","markdown":"https://newruntime.com/posts/autotrust-jev-27b-v1-1-is-a-27b-eea6f6.md","json":"https://newruntime.com/posts/autotrust-jev-27b-v1-1-is-a-27b-eea6f6.json"},"markdown_url":"https://newruntime.com/posts/autotrust-jev-27b-v1-1-is-a-27b-eea6f6.md","next_reads":[{"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"}]}