My reflections on a presentation by Jonathan Mugan of DeepGrammar at Data Day Texas. Discusses the history and current state of attempts to move natural language processing forward into a more generalized AI that can answer questions a four-year-old can, like: “why can you pull a wagon with a string, but not push it?”