1. The Rise of “Watt’s Law” and Why Power Could Put a Ceiling on American Innovation
- Author:
- Maryam Cope
- Publication Date:
- 02-2026
- Content Type:
- Policy Brief
- Institution:
- Center for Strategic and International Studies (CSIS)
- Abstract:
- A foundational advantage of the U.S. digital economy is weakening. For decades, Moore’s Law and Dennard scaling delivered steady improvements in computing performance while keeping energy costs manageable and underpinning productivity growth, industrial competitiveness, and national security capabilities. AI workloads upend these assumptions. Modern AI systems depend on massive parallelism, continuous data movement, and sustained operation across large clusters, making energy utilization and availability more important than peak chip performance. This shift defines the emergence of “Watt’s Law.” Under Watt’s Law, AI capability scales with available power growth multiplied by system-wide innovation driven by full-stack optimization across hardware, software, networking, and operations. This can be measured by growth in tokens per joule of energy. Power is now the significant binding constraint on AI progress. National competitive advantage increasingly depends on who can most efficiently convert electricity into sustained, real-world AI output, rather than who builds the smallest transistors. The implications are strategic. Failure to adapt to a power-constrained scaling regime risks forfeiting a key source of productivity growth and long-term advantage in AI-enabled economic and national security capabilities. It also has implications for U.S. partnerships with energy-rich allies.
- Topic:
- Science and Technology, Cybersecurity, Innovation, Artificial Intelligence, and Sustainability
- Political Geography:
- North America and United States of America