Bipartisan bill would require companies to tell users when they're talking to AI

A U.S. bipartisan bill proposes mandatory disclosure when users interact with AI rather than a human. If enacted, this forces all chatbot and voice assistant deployments to include clear labeling and opt-in consent mechanisms. Compliance requires modifying onboarding flows and conversation headers; unlabeled AI interfaces become a legal liability. For builders, the cost of retrofitting existing systems with disclosure logic rises, but new deployments must bake in a "human-or-AI" tag from design. Workflow changes: user interaction logs now must distinguish AI vs human responses for audit trails. A second-order effect is that inference costs increase slightly due to added frontend validation layers, but the bigger shift is toward standardized labeling APIs—similar to privacy consent banners—that third-party vendors may offer as a service. This regulation also accelerates adoption of white-box transparency tools over black-box chatbots.