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Fast Company panel: startups apply AI to physical-world engineering, not just software

At a Fast Company event, executives from Radical AI, Engine Ventures and Lilac Solutions discussed how artificial intelligence is being used to speed up discovery and testing in physical industries like materials, energy and hardware. The panel, moderated by editor Morgan Clendaniel, framed AI's next major impact as reshaping real-world engineering and manufacturing rather than just generating digital content.