We're going to now talk about what to do when AI hallucinates and then we'll move into some tips for how to approach this. So what do you do when AI hallucinates? The first thing is let's look at what Microsoft and OpenAI suggest. So Microsoft being AI is powered on chat GPT. OpenAI is the owner of chat GPT and they both have a little warning. All of them do that says chat GPT may produce inaccurate information. Being is a little more lighter about it. They say being is powered by AI so surprises and mistakes are possible. So with Microsoft, the corporate response to what to do about hallucination is they say well we're building tools like content filtering and abuse detection into being to make it safer and more accurate. It says users like us should alert the chatbot when it makes mistakes and submit feedback. Also please don't rely on the information. OpenAI says something similar. Tell us when we make a mistake. Our trainers can then train AI to not make that kind of mistake. And then it said in the future we will teach the, basically teach the AI generators to fact check their responses. That's not today. That's eventually. So your only option right now is to report it. And generally what you're looking for is the down thumb in Google barter chat GPT on being AI. They also have a feedback box where you can give feedback and screenshots about what's going wrong. But it's a little bit of a black box. We don't really know how this information is being used and there's no guarantee that it's not going to continue to perpetuate the falsehoods.