Nastase et al. (2026)

No country for old linguists: LLM-brain alignment underdetermines neural computation

A critical commentary on a 2026 arXiv preprint argues that statistical alignment between LLMs and neural activity does not justify claims about shared computational mechanisms or LLMs serving as 'fully mechanistic models' of human language processing.