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Epistemic Goggles: A Pretrained Module that Induces an Epistemic Frame via Gradient Editing

arXiv cs.AI · 2026-07-03 Cached

Introduces Goggles, a module that edits gradients during fine-tuning to induce an epistemic frame in LLMs, enabling models to treat fictional content as fictional without absorbing false beliefs. Achieves ~91% accuracy in flagging fictional claims while maintaining performance.

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