Google Pixels have a "neural core", and they have edge TPUs in addition to their data center TPUs. However Google hardware seems much less poised to take immediate advantage of the AI gold rush.
The last decade of Google datacenter engineering can be viewed as an elaborate plan to avoid paying either Intel or Nvidia any more money than was really necessary.
Nobody other than Anthropic and a few other large cloud customers like that really cares what Google is working on. They bet the farm on a DL framework (Jax) with 2% market share. That’s a very deep hole to climb out of, particularly considering the popularity of PyTorch in generative AI space.