LLMs characterized as linguistic models rather than cognitive systems

Recent analysis posits that Large Language Models function as linguistic processing engines rather than cognitive reconstructions of human intelligence. This distinction highlights the inherent nature of AI hallucinations as a structural byproduct of probabilistic text generation rather than a fixable technical error.