Anthropic Survey: Staff Expect Far Faster AI Progress Than Public, with 91% Predicting Nobel-Level Discoveries by 2030

Anthropic researchers published a survey titled 'The AI Expectations Gap' on October 16, 2026, comparing views held by US adults and Anthropic staff regarding the future of artificial intelligence. While both groups largely agree on current AI capabilities, they diverge sharply on the pace of future progress.

The most striking difference concerns high-level scientific capability: 91% of Anthropic staff expect AI to be able to make a Nobel-level discovery by 2030, compared to only 39% of US adults. Similarly, over half of staff believe AI will be able to perform at least 80% of their current work by 2030, whereas only 5% of US workers hold this view for their own jobs.

Productivity expectations also differ among those who already use AI at work. 59% of Anthropic staff report that AI reduces task time to a quarter or less, while only 26% of US adult users experience such dramatic efficiency gains. The study, based on August 2026 data, highlights how proximity to frontier AI development correlates with more optimistic forecasts of its transformative power.