[Sloppy]

As a data scientist who has created AI applications and built many models over the last 10 years, I can say beware of ChatGPT. AI derived knowledge should be used only by those who understand its limits.

One of the simplest AIs is a recommender. We put guardrails on using its predictions inside ecommerce apps by limiting what it learns from (purchases for instance) and limiting what it is used to predict (purchases). When Facebook uses a recommender it learns from time-on-site (a value to FB but not necessarily to the user and a complex behavior that can be comprised of may non-beneficial sub-behaviors) and use it to recommend things that lead to more time-on-site. This application is dangerously devoid of guardrails as so much recent evidence has shown.

Now we have a text generating AI that has been trained from a great swath of human knowledge. That means the teachings of Gandhi as well Hitler, etc. What do you expect it to "know" as truth? Generative AI that is used to generate thoughts from this training corpus MUST have contradictory and downright evil ideas since it has no way to judge between ideas it learns from.

Generative AI in this form can be nothing but psychopathic until guardrails can be devised to limit its psychopathic responses OR the corpus it learns from can be labeled in a way to flag what is "bad", if we can even agree on what that means.

Psychopaths can be useful if they are knowledgeable but beware, you are talking to a psychopath in ChatGPT.