The White House released a federal framework urging Congress to craft AI rules that protect children, preserve free speech, enable innovation, and build an AI‑ready workforce — explicitly aiming to prevent a patchwork of state rules. The administration calls for strong federal leadership to create predictable standards for industry and research. Nobel laureate Geoffrey Hinton warned that Big Tech’s development priorities are driven by short‑term profits rather than long‑term societal risks, urging more attention to endgame scenarios and governance. Hinton’s critique reinforces calls for tighter research ethics, faculty oversight, and robust safeguards for student‑facing tools. For higher education, the twin developments mean universities must prepare for federal regulation, update human‑subjects protections for AI research, and strengthen institutional review boards and procurement policies that govern AI tools and vendor relationships.