The White House's National Policy Framework for Artificial Intelligence is a document that manages to take a strong position and a cautious one simultaneously — and the tension between those two stances is precisely what makes it significant for the publishing industry.

The strong position is unambiguous: the Trump administration "believes that training of AI models on copyrighted material does not violate copyright laws." This is not a new view for this administration, but its formal articulation in a legislative framework document gives it a weight that earlier statements lacked. By placing this view in a document explicitly designed to guide Congressional action, the White House is signalling that it intends the fair use question to be resolved in favour of AI developers — not through legislation, but through the courts, which the framework explicitly asks Congress not to influence.

The cautious position is the collective licensing proposal. The framework encourages Congress to consider enabling voluntary licensing or collective-rights frameworks that would allow rightsholders to negotiate compensation from AI providers without incurring antitrust liability. This is a meaningful concession to the creative industries, and it mirrors the approach taken in music licensing, where collective rights organisations like ASCAP and BMI have long provided a legal mechanism for negotiating with technology platforms at scale. For book publishers and authors, the prospect of a collective licensing regime — one that would allow them to negotiate as a bloc without running afoul of competition law — is potentially transformative.

The tension between these two positions is not accidental. By asserting that AI training is fair use while simultaneously proposing a licensing framework, the administration is trying to thread a needle: reassure AI developers that they are not legally exposed while giving rightsholders a path to compensation that does not require winning in court. Whether that needle can be threaded in practice depends entirely on whether Congress acts, and whether the courts agree with the administration's fair use reading. Publishers who have been waiting for a definitive legal answer should note that this framework explicitly asks them to keep waiting.