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531 Why LLMs Drift into Convincing Nonsense (And a Practical Solution)

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Kamil_GR @ Habr 1 place · today 11:30 EDT

Why LLMs Drift into Convincing Nonsense (And a Practical Solution)

Imagine you have an idea powerful enough to change the world. Your tool of choice is a state-of-the-art LLM, ready to help you formalize the problem, generate hypotheses, and synthesize a solution. What you receive is a construct that is internally logical, elegant, and coherent... yet completely wrong. It's a mix of established facts, model-generated hallucinations, and your own subtle biases. With no way to test it in practice or design a clean experiment, the entire endeavor suddenly starts to look like.

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