The Story

Anthropic has published a new qualitative research project based on open-ended interviews with 80,508 Claude users from around the world. Rather than analyzing benchmark performance or enterprise usage, the project asked people directly how they use AI, what they hope it could make possible, and what they fear it might do.

According to the official feature from Anthropic, the interviews were conducted over one week in December using an AI interviewer based on Claude. Anthropic says participants came from 159 countries and responded in 70 languages, making it what the company believes is the largest and most multilingual qualitative study of its kind.

How the study worked

• Open conversational interviews: Users with Claude accounts were invited to speak with an AI interviewer about their hopes and concerns around AI.
• Qualitative at scale: Anthropic says the approach used a set list of core questions plus adaptive follow-ups, allowing the company to collect richer responses than a normal survey.
• AI-assisted analysis: Claude-powered classifiers were then used to categorize each interview by themes such as what people want from AI, whether they are already getting it, what they fear, and how they feel overall.

What people said they want from AI

• Professional excellence: The largest group, at 18.8%, said they want AI to handle routine work so they can focus on higher-value thinking and professional mastery.
• Personal transformation: 13.7% described hopes around growth, emotional wellbeing, self-understanding, health, or support.
• Life management: 13.5% wanted AI to reduce cognitive load by helping with schedules, planning, and everyday organization.
• Time freedom and financial independence: Many respondents linked productivity gains to freeing up time for family, rest, or building economic security.

What the findings suggest

Anthropic says hope and concern often coexisted within the same person. Many participants described AI as already helping with work, learning, caregiving, health, and entrepreneurship, while also voicing fears about job loss, overdependence, and the broader societal consequences of systems that may become more capable than humans.

The company also says 81% of respondents reported that AI had already taken at least one step toward the future they hoped for, suggesting that many users do not see AI only as a future technology, but as something already shaping daily life.

Why it matters

Most public discussion around AI still centers on abstract debates about risk, regulation, and capability. This project is notable because it captures what everyday users themselves say they want from AI in their own words, at unusually large scale and across many countries.

For the broader AI industry, the findings offer a more human-centered view of adoption: people are not only asking for faster work, but also for more time, less mental burden, better learning, improved health, and greater economic opportunity.