This hardware requires very expensive infrastructure, unlike air-cooled ASICs.
Yes, the hardware is different and expensive. But they have a very good cooling system in place.
The biggest problem with computer equipment is heat. Data centers dedicated to AI, which also involve a lot of processing, also need good cooling systems. In turn, there is a lack of data centers ready to receive the AI hardware. The mining companies already have the necessary infrastructure; they just need to receive the hardware and turn it on.
For example, in my country they will begin building a data center dedicated to AI, which will take almost 2 years to complete.
Is this equipment as good as it is expensive? Most equipment can operate at elevated temperatures, but it will perform less efficiently.
Will AI data centers be built with nitrogen cooling in the future?
AI trends could change dramatically in two years, but investors are prepared to take the risks.