Not Conscious, Not Close: Why Policy Must Name Large Language Models for What They Are

In April 2025, 73% of AI experts surveyed by the Pew Research Center stated that artificial intelligence would have a positive impact on how people perform their jobs over the next two decades; only 23% of the US public agreed. The growing gulf is not just about jobs or productivity; it also encompasses broader societal issues. It is about what these systems are.