AI chatbots sometimes produce overconfident but plausible false statements, this error mode is called 'hallucination'. For example, an AI chatbot would invent a historical date even if it doesn't know the answer. According to OpenAI researchers, these hallucinations persist because the current models for assessing a language model encourage guesswork instead of making it admit its uncertainty.