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Hi Nicholas. Though not the same examples, we both touched on some real-world scenarios where hallucinations had serious consequences. I'm glad to hear the development of \"uncertainty indicators\" and emerging field of \"explainable AI\" though I fear the people who need to pay closest attention to these things will still overlook them. Throughout this course, [ve been asking the AI tool I'm using to tell me why it did something that I found incorrect and how to rectify it in future prompts. ve found this extremely helpful. One example from personal experience receiving hallucination was when I tried to figure out how many career 500 goal scorers in the NHL played for the Detroit Red Wings. It kept leaving out players | knew who should be on the list and adding players that did not score 500 goals in their careers. It can be infuriating sometimes when you can't get the results you are looking for when it's a task you perceive to be simple and straightforward. Hey Thomas, Your post described hallucinations perfectly and the real world topics were ones that | didn't even think of. I'm always on social media and whenever | see something Al | just ignore it or when | do pay attention it doesn't register to me that it could be wrong. | feel a lot of people's explanations are going to be similar like ours and the one difference would be the real world examples