dorsal/arxiv
View SchemaComment on arXiv:2511.21731v1: Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition
| Authors | Krzysztof Sienicki |
|---|---|
| Categories | |
| ArXiv ID | 2601.06104vv1 |
| URL | https://arxiv.org/abs/2601.06104 |
| License | http://creativecommons.org/licenses/by/4.0/ |
Abstract
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.
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"date_created": "2026-02-17T05:53:04.901000Z",
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"abstract": "This note is a friendly technical check of arXiv:2511.21731v1. I highlight a few places where the manuscript\u0027s 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.",
"arxiv_id": "2601.06104",
"authors": [
"Krzysztof Sienicki"
],
"categories": [
"cs.AI",
"cs.CL",
"quant-ph"
],
"license": "http://creativecommons.org/licenses/by/4.0/",
"title": "Comment on arXiv:2511.21731v1: Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition",
"url": "https://arxiv.org/abs/2601.06104",
"version": "v1"
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