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Reaction: Building trust infrastructure for agentic experimental science beyond fragile eloquence
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DOI：10.1016/j.chempr.2026.103163.png)
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Abstract
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Alán Aspuru-Guzik is a professor of chemistry and computer science at the University of Toronto, a Canada 150 Research Chair in Theoretical Chemistry, CIFAR AI Chair at the Vector Institute, and director of the Acceleration Consortium. His research advances self-driving laboratories, quantum information, machine learning, molecular design, and autonomous discovery for energy and electronics. He co-founded Zapata AI, Kebotix, and Axiomatic AI; is the editor-in-chief of Digital Discovery; and is an APS, AAAS, and Royal Society of Canada fellow. Varinia Bernales is an assistant professor in computer science and chemistry at the University of Toronto and co-director of the Matter Lab, where she develops autonomous research agents for molecular and material discovery. Her work integrates quantum chemistry; machine learning; scientific automation; and artificial intelligence (AI) safety, alignment, and governance with applications in catalysis, materials, and chemistry. Prior to her current role, she worked at Dow Chemical and Underwriters Laboratories Research Institutes.
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