The GPU Delusion: Why AI Is Getting Lazy

The article argues that the AI industry's heavy reliance on large GPUs may not be sustainable in the long run. While NVIDIA has been the dominant player, the author suggests that the industry's tendency to simply throw more compute power at problems rather than optimizing the underlying algorithms is leading to inefficiency and ballooning costs. The article highlights the importance of specialization and hardware-software co-design, as exemplified by TPUs, in driving more efficient AI systems.