As investors bet that data centers will require ever more GPUs, Nvidia has become America’s most valuable semiconductor company. Its ascent isn’t assured, however, because in addition to buying Nvidia chips the big cloud companies—Google, Amazon, Microsoft, Facebook, Tencent, Alibaba, and others—have also begun designing their own chips, specialized to their processing needs, with a focus on artificial intelligence and machine learning.
