Previously covered: White House AI Framework Calls for Federal Preemption of State AI Laws and What Federal Preemption of State AI Laws Actually Means for Your Compliance Program. This brief focuses on the copyright dimension, the new angle not addressed in prior coverage.
The White House’s National AI Legislative Framework, released on March 20, 2026, covers more ground than preemption alone. Among the objectives confirmed in DLA Piper’s analysis of the document, the framework explicitly addresses protecting copyright holders while balancing AI developer needs, a pairing that reveals the administration’s attempt to thread a needle that Congress hasn’t agreed to thread.
According to Gibson Dunn’s legal analysis of the framework, the copyright provisions appear to suggest that training AI models on copyrighted material does not violate copyright law, with final resolution deferred to the courts. This is an interpretation, not a direct quote from the framework. But it’s the interpretation multiple law firms have independently reached. That convergence matters: when experienced IP counsel at multiple firms read the same document and arrive at the same conclusion, the policy signal is real even if the statutory text isn’t.
The tension arrives quickly. The Wire has flagged a reported divergence between the framework’s copyright position and at least one separately proposed Congressional measure. That tension is unverified from available source text, treat it as a developing story requiring monitoring, not a confirmed conflict. What is confirmed, per Freshfields’ analysis, is that the framework proposes a unified federal standard to preempt the “fragmented patchwork” of state-level AI regulation, the White House’s own characterization. Carve-outs for traditional state police powers, data center zoning, and state procurement of AI are included.
According to legal analysis of the framework, it favors sector-specific oversight through existing agencies over the creation of a new federal AI regulatory body. The framework has also been described as an extension of the December 2025 Executive Order on AI, consistent with the administration’s preference for innovation-first policy architecture.
For IP and compliance teams, the practical problem is this: the framework is a legislative recommendation, not law. Until Congress acts, the courts remain the primary venue for AI copyright disputes, exactly as the framework anticipates. Companies training models on web-scraped or licensed content are operating in the same legal gray zone they were in before March 20. The framework signals where the administration wants to go. It doesn’t get them there.
What to watch: whether Congress advances any AI copyright legislation that aligns with or diverges from the framework’s position; how federal courts rule on pending AI training copyright cases in the interim; and whether the framework’s copyright stance appears in any formal legislative text introduced in coming weeks. The AP News confirmation of the framework’s intent for Congress to act on AI regulation makes clear that legislative movement is the intended next step, but Congress sets its own timetable.
For a comparative analysis of how the US framework’s copyright position compares to the UK’s Licensing-First approach and EU transparency requirements, see the deep-dive: Three Governments, Three Copyright Approaches, What Cross-Border Developers Must Do Now.