How AI Is Reshaping the Future of Scientific Discovery and Institutional Research
The American Academy of Arts and Sciences has released a new issue of Dædalus devoted to AI and science, asking what comes next for the practice of discovery.
The volume lands alongside a coordinated set of initiatives — a 2026–2027 Emerging Scholars program, a University of Western Australia exhibition running through National Science Week, and Science Week activity across Tasmania — that together suggest discovery is being treated less as a solitary pursuit and more as an institutional priority.
The Dædalus question
The Academy's new issue carries a direct title — "AI & Science: What Is the Future of Discovery?" — placing machine intelligence at the center of its next chapter. Dædalus, the Academy's journal, has historically used themed issues to take the temperature of emerging fields, and the choice of AI as the focal point signals an institutional bet that the question is no longer peripheral to research practice. For an organization that has long shaped the public conversation about research priorities, the framing is itself a data point: the method of inquiry is now part of the inquiry.
Discovery as a public practice
At the University of Western Australia, "The Art of Discovery" opened on 17 August as part of National Science Week. The exhibition, organized by UWA's BioZone program, presents research through art across four categories: The Art of Failure, The Art of Success, The Life of a Scientist, and Art Inspired by Science. PhD candidate Dane Webster, from UWA's School of Human Sciences, said the event helps "bridge understanding of complex scientific ideas" by presenting research as art, and noted the team secured an Inspiring WA National Science Week grant earlier in the year. The BioZone art-science team includes Webster, Emma Knowling, Edana Ritchie, Alexandra O'Brien, Melissa Foong, Min Lee, Joshua Sone, and Professor Jennifer Rodger, head of Brain Plasticity Research at Perron Institute and UWA. The show runs 9 a.m. to 5 p.m. through Friday 21 August at the Bayliss Building on UWA's Crawley campus, with a gala opening set for 20 August from 4 p.m. Sponsors include BioZone, Perron Institute, Qiagen, Zeiss, and Leica. Parallel activity in Tasmania — including Science Week events, per Mirage News coverage — and a 2026–2027 Emerging Scholars program listed by Global South Opportunities point to a wider effort to expand who gets to participate in the discovery pipeline.
What to watch
The convergence of a flagship journal issue, public-facing exhibitions, scholars programs, and regional Science Week events marks a period of institutional self-examination. As the machinery of discovery becomes a topic of study in its own right, the surrounding ecosystem matters — including how emerging sectors attract capital. Smaller market instruments, like CME's new E-nano futures contracts designed to broaden participation, reflect the same push toward wider access that shapes how quickly frontier research can scale. The metric worth monitoring is not the volume of papers produced but the breadth of who is enabled to produce them.