LLMs as monotone compression: why Kolmogorov complexity hinges on one-way functions

mrdrozdov · x · 2026-10-10

Rafael Pass shares a thread arguing LLMs are essentially monotone compressors, and whether the 'monotone' assumption is necessary hinges on the existence of one-way functions — linking Kolmogorov complexity theory to how LLMs work.

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