Machine Heart

Oct 17, 2026 · Artificial Intelligence

Why LLMs Struggle with Implicature: Manning on Linguistics' Enduring Value

Stanford's Christopher Manning argues that while LLMs excel at linguistic form, they still falter at pragmatics, discourse, and dialogue — revealing linguistics' irreplaceable role in probing whether models truly understand meaning beyond pattern abstraction.