"The apparent alignment between LLM outputs and human knowledge can conceal significant differences in grounding, judgment, causal reasoning and values."
Quattrociocchi, Capraro and Perc identify seven proposed epistemological differences between human cognition and language models. Their concept of Epistemia describes how linguistic plausibility can create an impression of knowledge without establishing the same grounding and judgment associated with human understanding.
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