Nvidia's ai chips are reportedly shifting focus to inference, with samsung supplying key parts. The development is part of a broader trend in the ai semiconductor market, which is expected to grow in the coming years. However, the landscape is evolving, with other companies, including google and amazon, developing their own custom ai chips, potentially altering the market dynamics.