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Google has had it’s own TPUs since 2015.

Amazon is working on a 2nd gen version of its own ASIC. I believe the 1st gen is available on AWS.

From my understanding, the main challenge is software and ecosystem support (a major issue for Intel and AMD as well and they’ve been at it for far longer).

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