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Deep Dive - Frontier AI with Dr. Jerry A. Smith

The Principle of Least Cognitive Action - How All Minds Follow the Path of Least Resistance

04 Mar 2025

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Medium Article: https://medium.com/@jsmith0475/the-principle-of-least-cognitive-action-4c13039e077e Dr. Smith's article introduces the "principle of least Cognitive Action," arguing that all minds, biological or artificial, inherently seek the most efficient pathways for thinking. This principle explains phenomena like expertise and the effectiveness of certain learning methods. The author draws parallels between human and artificial intelligence, particularly attention mechanisms, but highlights crucial differences in their evolutionary constraints. Smith contends that understanding this principle is vital for education, technology, and preserving human autonomy in an AI-driven world, as both minds optimize cognitive resource allocation. The piece suggests a unified view of intelligence across disciplines, where efficiency governs both physical and cognitive systems. Ultimately, the article posits that true freedom lies in recognizing and working with these inherent cognitive limitations to navigate an increasingly complex information landscape.

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