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Microsoft Research, in collaboration with UC Berkeley, UCSF, and Columbia University, published a paper in Nature Neuroscience introducing generative causal testing (GCT), a framework that distills black-box brain-prediction models into testable verbal explanations and validates them with fMRI experiments.
From the source
In a new paper accepted in Nature Neuroscience, Microsoft Research scientists, in collaboration with scientists at the University of California, Berkeley, University of California, San Francisco, and Columbia University, introduce a framework to overcome this explainability crisis: generative causal testing (GCT).
microsoft.com