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Vladimir Vapnik: Statistical Learning

Lex Fridman Podcast

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How to Discover the Simple Principles of Reality

Discovering the simple underlying principles of reality often requires navigating complex equations, which may initially seem overwhelming. Once uncovered, these principles manifest a surprising beauty that can be overlooked. The process involves scrutinizing mathematical equations methodically, revealing insights that highlight human intuition's limitations. For instance, understanding specific terms within equations may dismantle preconceived notions and lead to clarity on observation points, showcasing how simplistic ideas can be obscured by complexity. This approach emphasizes that while simple principles exist, they are not always easy to grasp, indicating that intuitive understanding can be quite primitive compared to the elegance of discovered mathematical truths.

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