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cs.AI2026
Jagged Judges: Epistemic Stability Under Perturbation, Pressure, and Persistence
Justin Zhao, Himaghna Bhattacharjee, Hannah Korevaar +2
LLM judges have become central infrastructure for model evaluations, online grading, and reward modeling. Judges are typically validated by accuracy on golden data, but accuracy sa…
cs.AI2026
SCRuB: Social Concept Reasoning under Rubric-Based Evaluation
Jamelle Watson-Daniels, Himaghna Bhattacharjee, Skyler Wang +11
While many studies of Large Language Model (LLM) reasoning capabilities emphasize mathematical or technical tasks, few address reasoning about social concepts: the abstract ideas s…