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1. Introduction: The Crisis in Classical Statistical Learning Theory For the latter half of the 20th century, the theoretical understanding of machine learning and statistical estimation was dominated by the Read More …
Executive Summary The evaluation of Artificial Intelligence, specifically Large Language Models (LLMs) and autonomous agentic systems, has entered a period of profound transformation. We are currently witnessing a decoupling between Read More …
Executive Summary The evaluation of Artificial Intelligence, specifically Large Language Models (LLMs) and autonomous agentic systems, has entered a period of profound transformation. We are currently witnessing a decoupling between Read More …