Cameron Buckner. The Philosophy of Language Models. Philosophy Compass.
The success of large language models (LLMs) across many domains of AI research has generated intense debate. Some attribute their impressive performance on complex tasks to human-like linguistic and cognitive capacities, whereas others ascribe it to shallow pattern matching. These disputes stem from deep-seated philosophical disagreements about the nature of language and cognition.
Drs. Buckner and Milière offer an opinionated survey of these disagreements across core topics in the philosophy of mind and language. They contend that progress requires not only clarity about background philosophical commitments but also, in many cases, close engagement with emerging empirical evidence.