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  Rethinking How We Measure AI Intelligence: A Comprehensive Guide to Modern Evaluation Frameworks What is the Current State of AI Intelligence Measurement? The field of artificial intelligence has experienced explosive growth in recent years, yet our methods for evaluating AI intelligence remain surprisingly primitive. Current popular benchmarks are often inadequate or too easy to game, experts say. Traditional metrics like accuracy scores on specific datasets fail to capture the nuanced, multifaceted nature of intelligence that we expect from advanced AI systems. As AI capabilities continue to evolve, the measurement frameworks we use must evolve with them to provide meaningful assessments of true intelligence rather than narrow task performance. Why Do We Need to Rethink AI Intelligence Measurement? The limitations of existing evaluation methods have become increasingly apparent as AI systems demonstrate capabilities that challenge traditional assessment paradigms. AI research p...