Open Models Multiply as Inference Capacity Tightens
Qwen3.8-Max and a broad wave of open releases are widening model supply just as B200 scarcity pushes inference costs higher. In parallel, agent deployment is exposing a control-plane gap around permissions, state, recovery, and founder understanding.