Two breakthrough AI models demonstrate innovative training approaches: Nous Research’s NousCoder-14B achieves competitive coding performance with efficient 4-day training on 48 B200 GPUs, while QZero introduces a model-free reinforcement learning algorithm that masters Go through self-play without search, using only 7 GPUs over 5 months.