It might be easy to understand what Charlie really meant when you are already familiar with the project, but the non-technical viewer will walk away thinking of Watson as a single, coherent entity sitting in an IBM vault somewhere. Conflating ML-based expert systems with anthropomorphic AI is farcical, supporting the accusations that IBM is overselling its product. It is also irresponsible, because it fuels the idea in the popular mind that machine learning is creating independent intelligences rather than mere tools.