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Evaluating the Reliability of LLMs
This chapter explores the practical applications of Large Language Models in evaluation contexts, highlighting mixed results in their reliability for generating numerical scores. It discusses organizational hesitations in rigorous evaluations, motivations behind LLM projects, and the debate on ROI and long-term viability of such technologies.