Stanford AI Index 2026: AI adoption outpacing the PC and internet

Claude Gemini
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The 2026 AI Index from Stanford shows that frontier models like Claude Opus 4.6 and Gemini 3.1 Pro now top 50% accuracy on Humanity's Last Exam, a benchmark once considered nearly impossible. AI adoption curves are steeper than those seen with previous general-purpose technologies.

Gallup data shows half of employed American adults use AI in their job at least a few times a year, with 28% using it weekly or more. PwC's companion study notes that 75% of AI's economic gains are captured by just 20% of companies - the adoption gap is widening sharply.

Founder Takeaway

The adoption gap is real - if you are not actively integrating AI into your product and workflows, you are falling behind the 20% pulling ahead.

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