Johns Hopkins becomes latest academic press to license books for AI training

Johns Hopkins University Press has announced it will license its extensive book catalog to train artificial intelligence models, becoming the latest academic publisher to enter the contentious AI copyright debate amid financial pressures in higher education. Authors were given until August 31 to opt out of the licensing agreement, with the press citing the need for a "meaningful" new revenue stream while promising only modest returns of under $100 per title per license.

Barbara Kline Pope's Revenue Justification

Executive Director Barbara Kline Pope defended the controversial decision by framing it as essential for the press's survival in a contracting higher education market. In her email to authors, Pope explained that "while we do not anticipate huge financial gain for individual books, the cumulative revenue would be meaningful for Johns Hopkins University Press and our mission," emphasizing that these funds would help sustain the non-profit publisher's operations. The timing coincides with broader budget pressures at Johns Hopkins University, which faces significant financial challenges from the Trump administration's sweeping cuts to federal grants affecting the nation's largest spender on university-based research and development.winbuzzer+1

Pope also positioned the licensing deal as a defensive strategy against unauthorized content scraping, stating that "as media reports have surfaced on some LLMs scraping content from pirated sites, we are increasingly concerned, although not certain, that the major LLM companies already have our books." She argued that establishing contractual agreements with legal safeguards represents "the most effective way to manage the risk now," suggesting the press views proactive licensing as preferable to potential unauthorized use of their catalog.press.jhu

August 31 Author Opt-Out Deadline

The press established a tight deadline for authors to make their decision, requiring those who wished to exclude their works from AI training to sign contract addendums by August 31, 2025. This opt-out mechanism represents a significant shift from traditional publishing agreements, placing the burden on authors to actively remove themselves from what amounts to a new form of content monetization they never originally consented to when their books were first published.insidehighered+1

The compressed timeline has raised concerns among academic authors who may need time to consult with colleagues, legal advisors, or their institutions before making such a consequential decision about their intellectual property. Those who miss the deadline will automatically have their works included in the licensing deals, effectively making participation the default rather than requiring explicit consent—a approach that contrasts sharply with more author-friendly opt-in models used by some other publishers navigating the AI training landscape.linkedin+1

Sharon Ann Murphy's Publisher Criticism

Sharon Ann Murphy, a history professor at Providence College who has published two books with Johns Hopkins University Press, emerged as one of the most vocal critics of the publisher's AI licensing initiative. Murphy, whose research focuses on banking history and slavery in the antebellum South, expressed particular frustration with what she viewed as coercive language in the opt-out agreement, which warned authors that "the sales and reach of the Work may suffer as a result of or in relation to the fact that Hopkins Press will not exercise AI Rights with respect to the Work."insidehighered+1

The academic historian challenged the press's fundamental premise that AI training would benefit authors through increased discoverability, calling the argument "specious" and arguing that "that's not how AI models work." Murphy criticized the short-sighted nature of the decision, pointing out that "academic presses are operating on shoestring budgets, but this seems really short-sighted" because "academic presses are in the business of creating real knowledge, but AI is in the business of hallucinating and making stuff up." Her interpretation of the opt-out clause suggested that the press was essentially forcing authors to "agree that they're going to lose revenue because of this and Hopkins has no responsibility to protect us," highlighting the power imbalance between financially struggling academic publishers and their authors.insidehighered

Publishing AI licensing deals and holdouts

Several major academic publishers have already embraced AI licensing deals, positioning Johns Hopkins University Press as part of a growing trend rather than an industry pioneer. Oxford University Press confirmed last year that it was actively working with AI companies to develop large language models, while the university itself launched a comprehensive five-year partnership with OpenAI in spring 2025. Cambridge University Press remains in deliberation mode, weighing potential AI licensing agreements while offering authors preemptive opt-out opportunities for any future AI-related content aggregation efforts.insidehighered

The Massachusetts Institute of Technology Press has taken a more cautious approach, revealing in November that multiple AI companies have approached them about licensing agreements but choosing to solicit author input before making any commitments—a consultation process that has yet to result in a publicly announced deal. This contrast in publisher strategies highlights the industry's fractured response to AI training opportunities, with some institutions rushing to secure revenue streams while others prioritize author consent and deliberative decision-making processes that could preserve relationships with their academic communities.insidehighered