AI Cartography: Mapping the Latent Landscape of AI Benchmark Ecosystems 事件

AI Cartography: Mapping the Latent Landscape of AI Benchmark Ecosystems arXiv:2605.25272v1 Announce Type: new Abstract: 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 introduce a framework for measuring the latent landscape in AI benchmark ecosystems. Applying Confirmatory Factor Analysis (CF