I could write an essay on this because there seems to be a divide between BTC advocates and the AI industry. It all boils down to the AI application. With instances where memory is important like Deep Learning also known as Nural Network architecture ASICs could perform up to 10x better than GPUs.
AI itself is undergoing a huge change right now in the accelerator area and GPUs are going to move from being a basic thing you need for AI to an application-specific thing just like ASICs are.
Please do write an essay on this topic ;) For now, have a few sats already.
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I just threw some links up above that cover it! But here it is as well!
Here is a published paper on the area of AI and ASICS
And here are a couple of companies that deploy ASIC AI accelerators
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Great stuff, thanks! I feel like this was bound to happen
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I think of it as while some of the hardware might not be perfect or optimal you can make software changes and adapt the AI to still leverage the technology at hand. Semiconductors will always be in need so while miners may before less efficient every few years the hardware within them can be adapted for other uses or just straight up recycled.
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