Energy-hungry AI data centers are driving a surge in nuclear investment. Silicon Valley firms now fund small modular reactors and fusion research to secure carbon-free electricity. This shift addresses the massive power gaps created by LLM training. Practitioners should expect infrastructure constraints to dictate where the next generation of massive clusters actually deploy.