Gary Marcus

Gary Marcus is a prominent cognitive scientist, author, and one of the most outspoken critics of contemporary AI approaches—especially large language models.

Marcus argues that large language models lack true understanding and rely too heavily on statistical pattern‑matching. He advocates for "hybrid" AI systems that combine symbolic reasoning with machine learning. He is critical of AI hype and warns about systemic risks if foundational issues aren't addressed.