--- title: Peer Review & Semantic Solutions | Prophy Blog description: Explore Prophy’s latest insights on peer review, AI in scholarly publishing, and research innovations. Stay updated with expert analyses and industry trends. --- [Skip to content](https://blog.prophy.ai/page/1#main-content) [![Prophy.ai logo svg](https://blog.prophy.ai/hs-fs/hubfs/Logo%20(1).png?width=337&height=96&name=Logo%20(1).png)](https://www.prophy.ai/?utm_source=header&utm_medium=logo&utm_content=link) - Our Products Show submenu for Our Products - [Referee Finder](https://www.prophy.ai/referee-finder/) - Who We Serve Show submenu for Who We Serve - [Scientific Publishers](https://prophy.ai/solutions/scientific-publishers/) - [Funding Agencies](https://www.prophy.ai/solutions/funding-agencies/) - [Faculty Affairs](https://www.prophy.ai/solutions/faculty-affairs/) Open main navigation Close main navigation - Our Products Show submenu for Our Products - [Referee Finder](https://www.prophy.ai/referee-finder/) - Who We Serve Show submenu for Who We Serve - [Scientific Publishers](https://prophy.ai/solutions/scientific-publishers/) - [Funding Agencies](https://www.prophy.ai/solutions/funding-agencies/) - [Faculty Affairs](https://www.prophy.ai/solutions/faculty-affairs/) - [Contact us](mailto:info@prophy.ai) [Contact us](mailto:info@prophy.ai) # Blog Discover the Future of Peer Review: Insights from Prophy [![](https://blog.prophy.ai/hubfs/maxresdefault.jpg)](https://blog.prophy.ai/who-should-innovate-for-science) ## [Who Should Innovate for Science? Prophy Predicts \[Webinar Recap\]](https://blog.prophy.ai/who-should-innovate-for-science) ![Picture of Prophy.ai](https://blog.prophy.ai/hs-fs/hubfs/prophy-logo-1.png?width=50&name=prophy-logo-1.png) [Prophy.ai](https://blog.prophy.ai/author/prophy) Jul 10, 2026, 5:35:54 PM This is a recap of the Prophy Predicts webinar—"Who Should Innovate for Science?"—hosted on June 25,... [Read more](https://blog.prophy.ai/who-should-innovate-for-science) [![Prophy Predicts webinar: The Future of Scholarly Publishing — panel with Jennifer Mahar, Ashutosh Ghildiyal, Katie Corker, and Lyndsey Dixon, hosted by Gareth Dyke](https://blog.prophy.ai/hubfs/Slide%20-%20Cover%20(1).png)](https://blog.prophy.ai/future-of-scholarly-publishing-webinar-recap) ## [The Future of Scholarly Publishing: Four Expert Predictions \[Webinar Recap\]](https://blog.prophy.ai/future-of-scholarly-publishing-webinar-recap) ![Picture of Gareth Dyke](https://blog.prophy.ai/hs-fs/hubfs/Gareth%20Dyke.jpeg?width=50&name=Gareth%20Dyke.jpeg) [Gareth Dyke](https://blog.prophy.ai/author/gareth-dyke) Jun 2, 2026, 3:45:28 PM This is a recap of the Prophy Predicts webinar—"The Future of Scholarly Content"—hosted on May 28, 2... [Read more](https://blog.prophy.ai/future-of-scholarly-publishing-webinar-recap) [![](https://blog.prophy.ai/hubfs/SSP%2048%202026.png)](https://blog.prophy.ai/prophy-publishing-3.0-discussion-48th-ssp-annual-meeting) ## [Prophy to Moderate “Publishing 3.0” Discussion at the 48th SSP Annual Meeting](https://blog.prophy.ai/prophy-publishing-3.0-discussion-48th-ssp-annual-meeting) ![Picture of Prophy.ai](https://blog.prophy.ai/hs-fs/hubfs/prophy-logo-1.png?width=50&name=prophy-logo-1.png) [Prophy.ai](https://blog.prophy.ai/author/prophy) May 27, 2026, 1:21:02 PM The future of scholarly publishing is not a subject academic publishers can afford to observe from a... [Read more](https://blog.prophy.ai/prophy-publishing-3.0-discussion-48th-ssp-annual-meeting) [![Availability incident, May 2026 — what happened and what we changed](https://blog.prophy.ai/hubfs/Blog%20Cover%20-%20Availability%20incident%2c%20May%202026%20%E2%80%94%20what%20happened%20and%20what%20we%20changed-1.png)](https://blog.prophy.ai/availability-incident-may-2026-what-happened-and-what-we-changed) ## [Availability incident, May 2026 — what happened and what we changed](https://blog.prophy.ai/availability-incident-may-2026-what-happened-and-what-we-changed) ![Picture of Vsevolod Solovyov](https://blog.prophy.ai/hs-fs/hubfs/vsevolod-solovyov.png?width=50&name=vsevolod-solovyov.png) [Vsevolod Solovyov](https://blog.prophy.ai/author/vsevolod-solovyov) May 21, 2026, 5:32:11 PM TL;DR Two separate problems hit at the same time, and the combination is what produced the user-visi... [Read more](https://blog.prophy.ai/availability-incident-may-2026-what-happened-and-what-we-changed) [![](https://blog.prophy.ai/hubfs/Blog%20Cover%20-%20Why%2095%25%20of%20Researchers%20%E2%80%A8Dont%20Disclose%20AI%20Use.png.png)](https://blog.prophy.ai/why-95-of-researchers-dont-disclose-ai-use) ## [Why 95% of Researchers Don't Disclose AI Use](https://blog.prophy.ai/why-95-of-researchers-dont-disclose-ai-use) ![Picture of Prophy.ai](https://blog.prophy.ai/hs-fs/hubfs/prophy-logo-1.png?width=50&name=prophy-logo-1.png) [Prophy.ai](https://blog.prophy.ai/author/prophy) Apr 15, 2026, 6:06:33 PM Half of all researchers now use AI somewhere in their workflow. Nearly 5% disclose it. [Read more](https://blog.prophy.ai/why-95-of-researchers-dont-disclose-ai-use) [![](https://blog.prophy.ai/hubfs/Blog%20Cover%20-%20What%20Researchers%20Want%20From%20Peer%20Review%20Researcher%20to%20Reader%202026%20Recap%20(1).png)](https://blog.prophy.ai/what-researchers-want-from-peer-review-r2r2026-recap) ## [What Researchers Want From Peer Review: Researcher to Reader 2026 Recap](https://blog.prophy.ai/what-researchers-want-from-peer-review-r2r2026-recap) ![Picture of Gareth Dyke](https://blog.prophy.ai/hs-fs/hubfs/Gareth%20Dyke.jpeg?width=50&name=Gareth%20Dyke.jpeg) [Gareth Dyke](https://blog.prophy.ai/author/gareth-dyke) Apr 8, 2026, 11:30:01 AM [Read more](https://blog.prophy.ai/what-researchers-want-from-peer-review-r2r2026-recap) [![](https://blog.prophy.ai/hubfs/Blog%20%26%20LinkedIn%20-%20Prophy%20Predicts_%20The%20Future%20of%20Adademic%20Assessment.png)](https://blog.prophy.ai/prophy-predicts-the-future-of-academic-assessment-webinar-recap) ## [Prophy Predicts: The Future of Academic Assessment \[Webinar Recap\]](https://blog.prophy.ai/prophy-predicts-the-future-of-academic-assessment-webinar-recap) ![Picture of Gareth Dyke](https://blog.prophy.ai/hs-fs/hubfs/Gareth%20Dyke.jpeg?width=50&name=Gareth%20Dyke.jpeg) [Gareth Dyke](https://blog.prophy.ai/author/gareth-dyke) Apr 3, 2026, 3:06:18 PM This is a recap of the Prophy Predicts webinar — "The Future of Academic Assessment" — hosted on Mar... [Read more](https://blog.prophy.ai/prophy-predicts-the-future-of-academic-assessment-webinar-recap) [![](https://blog.prophy.ai/hubfs/Blog%20Cover%20-%20How%20Modern%20Peer%20Review%20Protects%20Research%20Integrity.png)](https://blog.prophy.ai/how-modern-peer-review-protects-research-integrity) ## [How Modern Peer Review Protects Research Integrity](https://blog.prophy.ai/how-modern-peer-review-protects-research-integrity) ![Picture of Prophy.ai](https://blog.prophy.ai/hs-fs/hubfs/prophy-logo-1.png?width=50&name=prophy-logo-1.png) [Prophy.ai](https://blog.prophy.ai/author/prophy) Mar 11, 2026, 12:15:00 PM [Read more](https://blog.prophy.ai/how-modern-peer-review-protects-research-integrity) [![](https://blog.prophy.ai/hubfs/Blog%20Cover%20-%20Why%20Research%20Integrity%20and%20Peer%20Review%20Are%20No%20Longer%20Enough%20on%20Their%20Own.png)](https://blog.prophy.ai/research-integrity-and-peer-review-no-longer-enough-on-their-own) ## [Why Research Integrity and Peer Review Are No Longer Enough on Their Own](https://blog.prophy.ai/research-integrity-and-peer-review-no-longer-enough-on-their-own) ![Picture of Prophy.ai](https://blog.prophy.ai/hs-fs/hubfs/prophy-logo-1.png?width=50&name=prophy-logo-1.png) [Prophy.ai](https://blog.prophy.ai/author/prophy) Mar 4, 2026, 10:54:40 AM Research integrity and peer review have always been linked. Peer review is the mechanism the system ... [Read more](https://blog.prophy.ai/research-integrity-and-peer-review-no-longer-enough-on-their-own) [![](https://blog.prophy.ai/hubfs/Prophy%20Predicts%20Whats%20Coming%20for%20Research%20Integrity%20in%20the%20Next%20Five%20Years%20%5BWebinar%20Recap%5D.png)](https://blog.prophy.ai/prophy-predicts-whats-coming-for-research-integrity-in-the-next-five-years-webinar-recap) ## [Prophy Predicts: What's Coming for Research Integrity in the Next Five Years \[Webinar Recap\]](https://blog.prophy.ai/prophy-predicts-whats-coming-for-research-integrity-in-the-next-five-years-webinar-recap) ![Picture of Gareth Dyke](https://blog.prophy.ai/hs-fs/hubfs/Gareth%20Dyke.jpeg?width=50&name=Gareth%20Dyke.jpeg) [Gareth Dyke](https://blog.prophy.ai/author/gareth-dyke) Feb 23, 2026, 12:11:59 PM This is a recap of the Prophy Predicts webinar — "Future Research Integrity Threats" — hosted on Feb... 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