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2026 1 2025 1

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The Trust Paradox: How CS Researchers Engage LLM Leaderboards

cs.CL · 2026-05-27 · unverdicted · novelty 6.0

CS researchers show pragmatic skepticism toward LLM leaderboards, using them despite distrust while preferring peer networks, arena leaderboards, and cost transparency as key missing feature.

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  • The Trust Paradox: How CS Researchers Engage LLM Leaderboards cs.CL · 2026-05-27 · unverdicted · none · ref 31

    CS researchers show pragmatic skepticism toward LLM leaderboards, using them despite distrust while preferring peer networks, arena leaderboards, and cost transparency as key missing feature.