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AI from First Principles

This repository is a structured attempt to understand artificial intelligence from first principles. Instead of relying on abstractions or high-level frameworks, the focus is on breaking systems down to their fundamental components, rebuilding them from the ground up, and developing an intuition for why they work. Each implementation and experiment is driven by the goal of understanding underlying mechanisms, assumptions, and trade-offs, rather than just achieving results.

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Understanding Artificial Intelligence from first principles

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