Better Reward Models Are Not Always Less Biased: Social Alignment Beyond Standard Reward Benchmarks

arXiv:2605.05003 · cs.CL, cs.AI, cs.CY · Submitted 2026-05-06 · Read on arXiv

cs.CL, cs.AI, cs.CY

Submitted: 2026-05-06

Updated: 2026-10-23

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 4 episodes
• Faithfulness — 1× in this paper · explained in 2 episodes

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