Topics

Epoch AI produces data-driven research on the present and future of artificial intelligence. Our topic pages bring together data, charts, and analysis on each area of AI’s trajectory.

This spans the forces driving AI forward, from training compute and hardware to algorithms and energy; the progress of AI capabilities across benchmarks and real-world tasks; and AI's growing impact on the economy, the workforce, and the global balance of power.