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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Farima Fatahi Bayat

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#artificial intelligence Preprint Sep 2026

MAWILE: Multi-Axis Workbench for Inspecting LLM Evaluators

MAWILE is introduced, a developer-facing workbench for auditing judge sensitivity across four surfaces: the judge prompt, judge rubric, target-system input, and target-system output, and it audits binary, ordinal, and pairwise judges without requiring gold labels.

Jackson Hassell, Farima Fatahi Bayat, Pouya Pezeshkpour et al. · 0 citations

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