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cs.CL2026
How Language Models Organize and Structure Moral Knowledge
Orion Reblitz-Richardson
How do large language models (LLMs) organize moral knowledge? Models detect moral content broadly, but detection is a low bar. We ask whether they go further, distinguishing moral…
cs.CL2026
When Probing Accuracy Saturates, Fragility Resolves: A Complementary Metric for LLM Pre-Training Analysis
Orion Reblitz-Richardson
Standard linear probing declares a property "encoded" when a classifier on hidden states achieves high accuracy. The protocol works well on a snapshot but breaks across pre-trainin…