mlsanityData to 7 Oct 2026

Comment on arXiv:2511.21731v1: Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition

arXiv 2601.06104 ↗First posted 3 Jan 2026cs.AI cs.CL quant-phcited by 1

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Abstract (arXiv)

This note is a friendly technical check of arXiv:2511.21731v1. I highlight a few places where the manuscript's interpretation of (i) the reported CHSH/Bell-type calculations and (ii) Bose--Einstein (BE) fits to rank-frequency data seems to go beyond what the stated procedures can firmly support. I also point out one internal inconsistency in the "energy-level spacing" analogy. The aim is constructive: to keep the interesting empirical observations, while making clear what they do (and do not) imply about quantum entanglement in the usual Hilbert-space sense, especially when "energy" is defined by rank.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 1 of its 12 references that are in the map. First posted on arXiv 3 Jan 2026.

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  1. 2025Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognitioncited by 3

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