Stanford AI Index 2026: $581B Corporate Investment (130% YoY), SWE-bench 60→100% in One Year, 88% Organizational Adoption

Stanford HAI·high signal

Stanford HAI released its annual AI Index on April 13. Key data: global corporate AI investment hit $581.69B in 2025 (129.9% increase), SWE-bench coding scores jumped from 60% to nearly 100% in a single year, organizational adoption reached 88%, and generative AI reached 53% population adoption within three years — faster than the PC or the internet. Estimated value of generative AI tools to US consumers reached $172B annually. Over 90% of notable frontier models came from private companies rather than academic labs.