@oreillymedia: For Emmanuel Ameisen, the most useful mental model for working with AI is to think of the model as a character playing a role. Berate it and it fumbles, just as a real person would; let mistakes go unchallenged and it keeps making them. Because the model has been trained to simulate a realistic dialog partner, you should set up the conversation so the character would naturally do the right thing.