
Murmuration Research
AI and the Human Future
Americans' Views on Artificial Intelligence Across Life, Society, and Democracy
Executive Summary
Millions of Americans now use AI tools to answer questions, solve problems, learn new skills, and complete everyday tasks. For many, AI has already become another part of daily life, much like smartphones or search engines before it. Yet while adoption is accelerating, acceptance is proving more complicated.
People are neither embracing AI unconditionally nor rejecting it outright. Instead, they are actively negotiating what role they want it to play in their lives. They see real benefits in AI, particularly its ability to help people learn, expand access to knowledge, and save time. At the same time, they worry about misinformation, privacy, economic disruption, and the erosion of critical thinking. Most revealingly, three-quarters believe they personally know when it is appropriate to use AI, yet only about one-third express similar confidence that other people do. AI is already here; Americans are still deciding where it belongs.
Our findings also reveal something larger about public opinion on AI. When respondents were asked which parts of being human would matter most as technology becomes more advanced, human connection and thinking rose above everything else. Others named individuality and free will, creativity and imagination, and morality and ethics. Their answers suggest that the national conversation about artificial intelligence is becoming about more than adoption, innovation, or technological capability.
In other words, Americans are not simply deciding what they think about AI. They are deciding what they believe should remain fundamentally human: how we connect, how we think and create, how we shape our communities, and how we govern ourselves.
September 30, 2026