AI RESEARCH
AI Cartography: Mapping the Latent Landscape of AI Benchmark Ecosystems
arXiv CS.AI
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ArXi:2605.25272v1 Announce Type: new While aggregate leaderboard scores drive AI development, they contain substantial measurement noise whose sources and magnitudes remain unquantified, making it unclear when rankings reflect genuine capability differences versus evaluation artifacts. We