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KNOWSIM uncovers that LLM performance is not uniform and shifts dramatically based on user knowledge levels, challenging traditional evaluation methods.
Relying on ChatGPT for information seeking may diminish users' agency and critical learning outcomes, revealing hidden risks of generative AI in education.