15 April 2026 · 11 min read
AI Is Running Out of Power, Data, and Quality All at Once
AI data centers now consume more electricity than Japan. Human training data may already be exhausted. Models are measurably degrading. These three crises are connected, and fixing one makes the others worse. Here's the research, and what might actually help.
AI infrastructure energy data centers model collapse scaling LLM research