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Discovered Materials leverages autonomous AI agents to accelerate the search for novel semiconductor materials specifically addressing high-heat generation in advanced chips. This funding validates a critical intersection where machine learning directly optimizes hardware infrastructure, enabling next-generation thermal management solutions essential for scaling compute power. The approach shifts material discovery from an empirical process to a data-driven workflow, potentially reducing development timelines and costs significantly.