WorkFebruary 23, 2026via Import AI (Jack Clark)
Import AI 446: Nuclear LLMs; China's big AI benchmark; measurement and AI policy
Why it matters
Three critical AI industry developments that will reshape competitive dynamics: energy-intensive AI models, China's benchmark strategy as a competitive weapon, and the policy measurement gap that's slowing regulation.
Key signals
- Nuclear-powered LLMs emerging as energy solution for large-scale AI
- China developing AI benchmarks as competitive/strategic tool
- Measurement and AI policy alignment gap identified as policy bottleneck
- Anthropomorphic framing of AI competition ('jealous of one another') signals emerging AI relationship dynamics
The hook
Nuclear LLMs, China's AI benchmark arms race, and the measurement problem nobody wants to solve.
Will AIs be jealous of one another?