Reports
Monthly in-depth analysis of LEAP forecasts
Wave Report
Wave 12: Safety Policies
How federal preemption, AI capability slowdowns, pre-release authorization, strict liability, and a policy bundle would affect catastrophic AI risk, how likely each is to be implemented, and which policies respondents support.
Oct 5, 2026
Wave 11: AI Industry Economics
Frontier lab revenue run-rates and whether OpenAI or Anthropic stays independent, U.S. data center and IT investment, and the market performance of AI-exposed equities.
Aug 27, 2026
Wave 10: Benefits
Deaths from currently non-eradicable diseases, U.S. life expectancy, real GDP growth, the consumer value of generative AI, and global self-reported happiness.
Jul 28, 2026
Wave 9: Risks
Catastrophic and global-harm risks from AI, total catastrophic risk, cybercrime losses, government restrictions on AI releases, and democratic backsliding among the world's largest economies.
Jun 30, 2026
Wave 8: Timelines
AGI timelines, METR task-horizon benchmarks, Technological Richter Scale updates, determinants of AGI progress, rapid-progress scenario forecasts, and AI's societal impact.
Jun 1, 2026
Wave 7: Robotics
Global industrial robot supply, U.S. labor share, when robots will pass the Coffee Test and perform surgery autonomously, and Amazon's sales per distribution worker.
Apr 19, 2026
Wave 6: Economic Effects of AI
U.S. GDP growth, labor force participation, and wealth inequality under slow, moderate, and rapid AI progress scenarios through 2030 and 2050.
Apr 7, 2026
Wave 5: Security and Geopolitics
U.S.-China AI competition, chip manufacturing geopolitics, autonomous cyber weapons, AI forecasting capabilities, and regulatory fines on AI companies.
Feb 23, 2026
Wave 4: AI R&D
The future of AI R&D, including the capacity of hyperscale data centers, the performance of AI in software development, and the impacts on employment at AI companies.
Jan 12, 2026
Wave 3: Broad Adoption of AI
AI use in jobs, AI companions, investment, the gap between closed vs. open-source models, and barriers to adoption.
Nov 10, 2025
Wave 2: AI for Science
The effects of AI on science, math, and medicine; electricity consumption by AI models; and the expected limitations of AI.
Nov 10, 2025
Wave 1: Headliners
The speed of development and broad societal impacts of AI.
Nov 10, 2025
Insights from Waves 1, 2, and 3
Nov 10, 2025
Launch White Paper
Jul 1, 2025
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