# Correlations without causation do not support claims of human–LLM reasoning alignment

**Authors:** Ivan I. Vankov, Federico Adolfi, Rachel F. Heaton, Guillermo Puebla, Jeffrey S. Bowers

PMC · DOI: 10.1073/pnas.2536362123 · Proceedings of the National Academy of Sciences of the United States of America · 2026-03-16

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

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Source: https://tomesphere.com/paper/PMC13011934