Top AI graduate programs at schools like Carnegie Mellon and Stanford are feeding a field where salaries average over $150,000—with job growth outpacing the broader market.

The companies that survive will look less like pyramids and more like swarms: small, autonomous AI-first pods that move and learn faster and execute relentlessly.

Whether you’re evaluating AI upskilling platforms or building internal corporate AI training programs, this hierarchy ...