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The new lab partner: AI and future scientific discovery

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By Amity Addrisi / Allen Institute

Allen Institute scientists and tech experts took the international stage to explore how human-machine partnerships are pushing the boundaries of science.

Scientists from the Allen Institute joined experts in neuropsychology and software engineering at South by Southwest (SXSW)- the world’s most influential stage for the convergence of innovation, tech, film, and music. In the session “The New Lab Partner: AI and Future Scientific Discovery,” Jessie Thomas, Senior Technical Program Manager at the Allen Institute invited panelists to explore how AI is evolving from simple automation into potential collaborator for solving the brain’s greatest mysteries.

Joining Thomas on stage were the Allen Institute’s Abhe Rajagopal, Dona Sarkar (Microsoft), and Chantel Prat (University of Washington) discussing the importance of data quality, transparency, and human judgment, especially in high-stakes domains like biology, medicine, and neuroscience.

“This conversation is about extending what scientists can do. In the past, we’ve been stuck in a ‘closed loop’ where we can only understand the brain using the very tool we’re trying to study,” said Thomas. “AI breaks that loop by detecting patterns we wouldn’t have thought to look for, effectively democratizing expertise and allowing us to iterate on ideas at an unprecedented scale.”

The panel explored framing AI as a mirror that amplifies our strengths and biases rather than a replacement for human intelligence. While perspectives varied on how to reach the next level of integration, the experts agreed that the future of discovery relies on thoughtful partnerships: humans who understand these systems, question their outputs, and use them to push beyond previous limits of imagination.

Science Programs at Allen Institute