Whose Speech Is It Anyway? The Constitutional Contours of Chatbot Regulation

Whose Speech Is It Anyway? The Constitutional Contours of Chatbot Regulation Executive Summary Systems that generate text, images, and audio on demand (or “chatbots”) have become both an important medium of communication and a primary target of regulation. Whether, and on what basis, chatbot outputs receive First Amendment protection is an open and actively litigated question: drawing on the claim that these models are “stochastic parrots” that recombine training data without expressive intent, some argue that the outputs are not protected expression at all. The stakes are considerable, as lawmakers have proposed rules that would compel chatbots to deliver government-approved views, bar them from addressing certain subjects, and condition public funding on content compliance. The better view is that the First Amendment should protect a substantial range of chatbot outputs and prohibit a substantial range of output-directed regulations. Chatbot developers exercise the same kind of editorial judgment the Constitution has long protected for newspapers and online platforms, and the model’s intervening role should not defeat that protection. Users have independent interests as well: in speaking through the prompts they write and in receiving the information these systems produce. On that understanding, the government ordinarily may not discriminate by viewpoint even within otherwise-unprotected categories of speech and may not reshape protected expression because of its content or viewpoint. Recognizing this protection would not place AI systems beyond the law. Ample room would remain for regulation, including commercial-speech rules and transparency mandates, civil rights enforcement, privacy protection, and regulation of what AI systems do rather than what they say. But the underlying principle of the First Amendment remains important: the government should not decide for users and developers which ideas and information are worthy of their consideration regardless of the technology through which they are conveyed.