PANews reported on January 27 that Tether CEO Paolo Ardoino tweeted that in the future, training powerful models will no longer require millions of GPUs. This approach of relying purely on brute force computing is both inefficient and inelegant. Better models will significantly reduce training costs, but data acquisition is still key. Reasoning will shift to local or edge devices, avoiding wasting hundreds of billions of dollars on pure computing power.