In this episode of AI Today, host Dr. Allen Badeau dives into a critical conversation happening inside top AI labs, government agencies, and venture capital circles: the reality that GPUs powered the AI revolution but they may not be able to take us much further.

Dr. Badeau explains how graphics processing units became the engine behind modern AI, enabling massive parallel computation needed to train neural networks. But as AI models grow exponentially, the compute and energy requirements are rising even faster.