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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Walid Saad

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Preprint Aug 2026

From Passive Mirrors to Active Agents: Holonic Digital Twins for Physical AI over Networks

Despite advances in artificial intelligence (AI) across multiple sectors, today's AI tools, including deep learning and generative AI, still fail when embedded into physical systems, such as robots and vehicles operating under real-world physical laws. This stems from their inability to maintain reliable world models f...

C. K. Thomas, Omar Hashash, Walid Saad · 0 citations

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