On the Limits of Prompt-Conditioned Language Models as General-Purpose Learners

David Mguni, Julian Ma, Jun Wang

Large Language Models (LLMs) are frequently portrayed as general-purpose solvers capable of solving arbitrary tasks. We argue that this view overlooks a fundamental constraint: lan…