Zhipu AI stands to gain as AI models commoditize and results hinge on engineering, where Chinese companies are strong. A model's effectiveness is model times engineering times compute; China cannot yet beat GPT's base models, but engineering in coding is becoming more important and masks model advantages. As models commoditize, Chinese models catching up through engineering and reputation is inevitable, and a breakthrough "Seedance moment" in coding could come soon. x.com x.com x.com x.comÂ




