Whether you think building data centers or not is a good idea it's inarguable that the per-token efficiency (power, hardware, etc) is FAR higher in a data center. That's literally what it's designed for.

im talking per value. look at the efgiency of chinese open source models; then look at SOTA sucking gigawatts, then the proposals.

America is basically proposing AI using the equivalent bloatware of Windows 11.