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