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This is a sentiment that I think is termed "technological utopianism" and it has limits: https://en.wikipedia.org/wiki/Technological_utopianism

Or more generally, this is just a description of Technology https://en.wikipedia.org/wiki/Technology

There may be "limits" in terms of scope and trade offs to society, but there are no practical "physical limitations" with respect to available atoms.

I'm not so sure that there are no physical limitations to technological growth, which is ultimately a function of investment in to technology.