{"ID":2823026,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2601.06104","arxiv_id":"2601.06104","title":"Comment on arXiv:2511.21731v1: Identifying Quantum Structure in AI Language: Evidence for Evolutionary Convergence of Human and Artificial Cognition","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.","short_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 in...","url_abs":"https://arxiv.org/abs/2601.06104","url_pdf":"https://arxiv.org/pdf/2601.06104v1","authors":"[\"Krzysztof Sienicki\"]","published":"2026-01-03T05:33:35Z","proceeding":"cs.AI","tasks":"[\"cs.AI\",\"cs.CL\",\"quant-ph\"]","methods":"[]","has_code":false}