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Will Bitsky
Investor on the American Dynamism team who contends that data—messy, multimodal industrial data from installed bases and operations—will be the dominant constraint and durable advantage for physical AI.
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Dec 25, 2025
• 22min
Big Ideas 2026: Physical AI and the Industrial Stack
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Join Erin Price-Wright, an advocate for industrial revitalization, as she champions a 'factory-first' approach for scalable projects. Ryan McEntush dives into the 'electro-industrial stack', emphasizing the crucial electrified components for future industry. Zabie Elmgren emphasizes the need for multimodal sensing layers to ensure safe autonomy in real-time environments. Lastly, Will Bitsky discusses how messy industrial data will be the game-changer in physical AI, shifting the advantage from compute power to data collection.
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