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Every bound in the estate's 21-formula atlas answers the same question: what is the minimum cost of knowing something? Landauer proved information is physical; Bekenstein proved information occupies space; PAC-Bayes proved information about risk requires samples; the Lambda gate proves admission requires evidence. They are all the same principle.
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Stephen P. Lutar (2026) studied this question.
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