At CES, Nvidia's head honcho Jensen Huang laid out his vision for what comes next in computing—and it's way bigger than the chatbot craze everyone's been riding. His take? AI isn't some feature you bolt onto existing software and hardware. It's the whole foundation.

He's talking about systems that actually learn, that reason through complex problems, that operate at scales and sophistication levels we haven't really seen before. Not just pattern matching or generating text—real computational intelligence embedded into how we build everything going forward.

The shift he's describing represents a fundamental rethink of software and hardware architecture from the ground up. Whether you're building infrastructure or applications, this reframes the entire playing field.