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Side 32 · Research substrate

Scientific publications

Information theory quantifies uncertainty, coding efficiency and communication limits. This layer centers the foundational definitions and constructions behind entropy, divergence and compression.

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How to read this layer.

Information-theoretic quantities are mathematical objects defined relative to probability distributions and coding assumptions. Their use as metaphors for meaning, knowledge or complexity requires an explicit bridge.

DirectAdjacentMethodological

Mass rollout · Wave 3. This substrate prioritizes foundational and field-defining work rather than exhaustive coverage.

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