Is math the path to chatbots that don't make stuff up?

Chatbots including ChatGPT from OpenAI and Gemini from Google can answer questions, write poetry, summarize news articles and generate images. But they also make mistakes that defy common sense. Sometimes, they make stuff up -- a phenomenon called hallucination.
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