--- title: Leading the Transition from AI Disclosure to AI Integrity description: How JMIR Publications leads in AI integrity, achieving high governance standards and committing to evolving practices for transparent scholarly publishing. image: https://blog.jmir.org/hubfs/Dennis%20blog%20August%2020%202026.png --- [![JMIR Publications logo](https://blog.jmir.org/hs-fs/hubfs/JMIR-Publications_logo_2020_original.png?width=550&height=109&name=JMIR-Publications_logo_2020_original.png "JMIR Publications logo")](http://www.jmirpublications.com) Open main menu Close main menu [Industry News](https://blog.jmir.org/tag/industry-news) [JMIR News](https://blog.jmir.org/tag/jmir-news) [Artificial Intelligence](https://blog.jmir.org/tag/artificial-intelligence) # Leading the Transition from AI Disclosure to AI Integrity ![Dennis O'Brien, Vice President of Communications & Partnerships](https://blog.jmir.org/hs-fs/hubfs/Image%20(5).jpeg?width=45&name=Image%20(5).jpeg) [Dennis O'Brien, Vice President of Communications & Partnerships](https://blog.jmir.org/author/dennis-obrien-vice-president-of-communications-partnerships) Published Date: 20 August 2026 4:40 p.m. [Share this blog post on Twitter](https://twitter.com/intent/tweet?text=I+found+this+interesting+blog+post&url=https://blog.jmir.org/leading-the-transition-from-ai-disclosure-to-ai-integrity) [Share this blog post on Facebook](http://www.facebook.com/share.php?u=https://blog.jmir.org/leading-the-transition-from-ai-disclosure-to-ai-integrity) [Share this blog post on LinkedIn](http://www.linkedin.com/shareArticle?mini=true&url=https://blog.jmir.org/leading-the-transition-from-ai-disclosure-to-ai-integrity) ![Blog header featuring picture of Dennis O'Brien](https://blog.jmir.org/hubfs/Dennis%20blog%20August%2020%202026.png) --- Generative artificial intelligence is rapidly transforming scientific research, raising critical questions about how journals safeguard research integrity. A study published in the [MIT Science Policy Review](https://sciencepolicyreview.org/wp-content/uploads/securepdfs/2026/07/v7_01_ai_education.pdf)audited AI policies across global medical journals and called for a major shift—moving from static rules that merely police authors to an active, ongoing stewardship of the scientific record. In this independent evaluation, JMIR Publications was recognized alongside JAMA and PLOS for operating at an AI Governance Readiness Level of 2, the highest level achieved amongst the journals evaluated  in the study sample. | **Key Takeaways** | | --- | | **Top-Tier Governance:** JMIR Publications achieved AGRL Level 2—the highest rating in a global audit, alongside JAMA and PLOS—for transparent AI oversight. | | **Rigorous Integrity Checkpoints:** The publisher mandates detailed author AI disclosures (including prompts and transcripts) while enforcing strict confidentiality rules for peer reviewers. | | **Proactive Scientific Stewardship:** JMIR is pushing beyond static rules toward dynamic governance that continuously evaluates AI tools for bias, validity, and data provenance. |   --- Listen to this blog post 2:57 --- ###### Key Concepts from the Study The study evaluates journal oversight using two main frameworks: - The PRAIDE Framework: Maps AI integrity checkpoints across six stages of the publication workflow from initial manuscript preparation through peer review and post-publication evaluation. - **AI Governance Readiness Levels (AGRL):** Measures a publisher's practical capacity to govern AI risks across five levels: ###### How JMIR Publications Stacks Up While most evaluated journals clustered at AGRL Level 1, JMIR Publications achieved AGRL Level 2 (Transparent), demonstrating JMIR Publications’ leadership as an open-access policy diffuser in several key areas: - Detailed Disclosures: Strongly recommends authors to provide transparent documentation of AI use, including prompts and interaction transcripts where applicable. - Clear Reviewer Guidelines: Establishes explicit boundaries for how peer reviewers may use AI while protecting manuscript confidentiality. - Active Enforcement: Maintains clear policies across text, figures, and reviewer accountability. While we are proud of this recognition, the study rightly notes that static policies across the industry are still lagging behind technological change. Reaching the next stage of governance—where AI workflows are actively evaluated for computational validity, bias, and data provenance—requires continuous learning and shared effort across the global research ecosystem. ###### Reaffirming Our Commitment to Active Stewardship JMIR Publications is committed to proactive stewardship, ensuring our practices evolve alongside emerging trends in publishing, shifting scientific norms, and critical integrity demands. Leveraging specialized licensed tools and fostering continuous innovation within our publishing workflows are just a couple of ways that JMIR Publications strives to meet these needs and standards. “Scientific integrity is a shared responsibility," adds Dr. Tiffany Leung. "We are dedicated to continuously adapting and updating policies to align with technologies, governance recommendations, and scientific norms." We invite our authors, reviewers, and readers to explore our[ AI guidelines](https://www.jmir.org/2026/1/e92132) and join us in building a more transparent future for scholarly publishing. ![Dennis O'Brien, Vice President of Communications & Partnerships](https://blog.jmir.org/hs-fs/hubfs/Image%20(5).jpeg?width=150&name=Image%20(5).jpeg) #### Dennis O'Brien, Vice President of Communications & Partnerships [Follow me on my website](https://blog.jmir.org/jmirpublications.com) [Follow me on LinkedIn](https://www.linkedin.com/in/piperobrien/) Dennis O’Brien serves as the Vice President of Communications and Partnerships at JMIR Publications, where he leads the charge in bridging the gap between cutting-edge digital health research and the global healthcare community. At JMIR, he focuses on amplifying the reach of scholarly work by fostering high-impact partnerships, communications and highly-effective marketing and sales initiatives. ### Leave a Comment ## Related Articles [![ JMIR Publications, a leading open-access digital health research publisher, and Iowa State University are pleased to announce that they have modified their long-standing partnership from a multi-payor model to JMIR’s Flat-Fee Unlimited Open Access Publishing model.](https://blog.jmir.org/hubfs/00%20Business%20Development/Iowa%20State%20University/Iowa%20State%20Announcement%20(1).png)](https://blog.jmir.org/jmir-publications-and-iowa-state-university-partner-for-unlimited-oa-publishing) [Open Access](https://blog.jmir.org/tag/open-access) [JMIR News](https://blog.jmir.org/tag/jmir-news) [Libraries](https://blog.jmir.org/tag/libraries) ### [JMIR Publications and Iowa State University Partner for Unlimited OA Publishing](https://blog.jmir.org/jmir-publications-and-iowa-state-university-partner-for-unlimited-oa-publishing) (TORONTO, September 22, 2025) [JMIR Publications](https://jmirpublications.com/), a leading open-access digital health research publisher, and [Iowa State University](https://www.lib.iastate.edu/)are pleased to announce that they have... 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That's why we exclusively publish under the open access model, ensuring your research... ![JMIR Publications](https://blog.jmir.org/hs-fs/hubfs/jmir_icon_100px.png?width=45&name=jmir_icon_100px.png) [JMIR Publications](https://blog.jmir.org/author/jmir-publications) [Read More](https://blog.jmir.org/unleashing-the-power-of-open-access) #### About - Menu Item One - Menu Item Two - Menu Item Three #### Services - Menu Item One - Menu Item Two - Menu Item Three #### News - Menu Item One - Menu Item Two - Menu Item Three Follow us on Facebook Follow us on LinkedIn Follow us on Twitter Follow us on Instagram ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "author" : { "@type" : "Person", "name" : "Dennis O'Brien, Vice President of Communications & Partnerships", "url" : "https://blog.jmir.org/author/dennis-obrien-vice-president-of-communications-partnerships" }, "dateModified" : "2026-09-16T19:28:16.801Z", "datePublished" : "2026-08-20T20:40:45.000Z", "headline" : "Leading the Transition from AI Disclosure to AI Integrity", "image" : [ "https://blog.jmir.org/hubfs/Dennis%20blog%20August%2020%202026.png" ], "mainEntityOfPage" : { "@id" : "https://blog.jmir.org/leading-the-transition-from-ai-disclosure-to-ai-integrity", "@type" : "WebPage" }, "publisher" : { "@type" : "Organization", "logo" : { "@type" : "ImageObject", "url" : "https://blog.jmir.org/hubfs/JMIR-Publications_logo_2020_original.png" }, "name" : "JMIR Publications" } } ```