SLAC to lead AI project to recover critical metals from Li-ion battery waste (www6.slac.stanford.edu)

SLAC National Accelerator Laboratory has been selected to lead a pioneering AI project aimed at optimizing the extraction of critical metals from spent lithium-ion batteries. This initiative is part of the U.S. Department of Energy’s Genesis Mission, which seeks to secure the nation’s supply of vital minerals by harnessing advanced technologies, including AI, supercomputing, and quantum systems. Alongside the University of Southern California and various industry partners, SLAC will address key challenges in efficiently recovering metals like cobalt, nickel, and manganese, potentially reducing reliance on imports and minimizing environmental waste associated with current extraction methods. The project's innovative approach involves assembling multiple AI agents, each specializing in different aspects of metal recovery. These agents will evaluate diverse strategies from various scientific fields to identify effective pathways for metal separation, aiming for a recovery purity of 80% or better. Over nine months, SLAC will conduct a series of AI-driven experiments to benchmark this new methodology against conventional practices. This effort not only promises to enhance the sustainability of battery recycling but also exemplifies how AI can transform scientific research and accelerate breakthroughs by integrating intelligent systems into complex problem-solving scenarios.