GEV-26B-Decide

AutoTrust's adaptive-thinking decision model on Gemma-4-26B-A4B: System 1 answers in one ~45 ms pass, and when its leading option falls below 0.8 confidence the unmodified base thinks in Gemma's thinking mode and its answer distribution is folded 50/50 into the result — one set of weights, text and images. Own scoring puts it at 62.48 on Decision Index 0.2.1 vs Jev 1.13's 57.9, and with zero robot training data its thinking mode scores 56.8% on DeepMind's ERQA, above robot-trained VLMs; computer use runs at 85 ms per click (95% of 60 tasks). The sibling AutoTrust-JEV-27B v1.1 is the family's board leader at #18 on the Nov 6 draw (67.95), with JEV-27B-VL and JEV-9B trading speed for embodied precision, and the GuruSearch demo running every ranking as a calibrated decision. Apache 2.0, vLLM, ~1.1M downloads.