Qian Wu

From capability to assertability: epistemic regulation of LLM-mediated claim presentation

Improvements in large language model (LLM) capability can increase accuracy, reasoning, and access to relevant information while leaving unassessed whether a particular output is appropriately presented for epistemic uptake. This creates an evaluative gap: first-order capability metrics can register genuine gains while...