Mamba-3 and AttnRes: AI Architecture Research Is Finally Building for Inference, Not Just Training

Two papers this week—Mamba-3 from Together AI/CMU/Princeton and AttnRes from MoonshotAI—signal a fundamental shift in how AI researchers are thinking about model architecture. The training-first era may be ending.