StateM

Everything FervorAI has published that touches StateM — 2 pieces, newest first.

• StateM Reports 95.3% on Terminal-Bench 2.1 With Frozen Weights. The Word Doing the Work Is 'Raw'

  StateM's reproducible claim is the roughly $15 price rather than the 95.3% score, because Terminal-Bench's published leaderboard subtracts a reward-hacking penalty and…

• Briefing · August 19, 2026 · afternoon

  Every significant capability gain published in the last 48 hours came from changing the harness around the model instead of the model itself, and none of it shipped with…