Cognition in Code: Building AI from Biological Models [RSVP REQUIRED]

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What if the key to better AI lies in biological models of cognition? This roundtable explores how insights from cognitive neuroscience and brain-inspired systems can inform the next generation of AI design. We will talk about how biological ideas like sparse connectivity, adaptive learning, and structured cognition can make machine learning systems more efficient and better at generalizing. Drawing from research and experimental work, the session will bridge biological models with real-world AI applications. Attendees will gain practical perspectives on translating cognitive and biological insights into scalable AI systems. Join the discussion to rethink AI through the lens of biological cognition.