A new class of AI machines is here, and developers need to take note

With desktop devices now handling models once reserved for data centres, developers are rethinking how they iterate, test, and scale. This shift is reshaping the first mile of AI development. Surya Kannoth For years, AI engineers have been pushing hardware far beyond what it was designed to do.