Neuroscience-First: Architecting Agentic AI from Biological Principles

Medium Article: https://medium.com/@jsmith0475/crafting-intelligent-systems-from-neuroscience-principles-the-neuroscience-first-path-to-agentic-6a587a1f8311 "Neuroscience-First: The Path to Agentic AI," by Dr. Jerry A. Smith, advocates for a radical shift in artificial intelligence development, moving away from traditional data-driven approaches. Dr. Smith argues that current AI models are brittle and lack genuine understanding because they rely on statistical correlations rather than causal cognitive mechanisms found in the brain. The proposed "Neuroscience-First Framework" involves a three-stage process: Biological Verification, Neuroscientific Modeling, and Computational Translation, ensuring AI systems inherit authentic cognitive capabilities. This approach aims to create agentic AI that can adapt, learn, and operate autonomously in the real world, leading to significant competitive advantages and fundamentally changing the future of intelligent systems.

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