GLM-5.1 Beats GPT-5.4 on SWE-Bench Pro. The Failure Modes Are What Matter.

You’ve heard about the 8-hour Linux desktop. That’s the marketing. The real story is what breaks after 100k tokens and how to fix it. (For…