The paper argues that LLM next-token distributions form Markov categories whose paraphrase equivalences can be studied by homotopy theory, but its main theorem is unsupported.
Boardman and Rainer Vogt
1 Pith paper cite this work. Polarity classification is still indexing.
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A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models
The paper argues that LLM next-token distributions form Markov categories whose paraphrase equivalences can be studied by homotopy theory, but its main theorem is unsupported.