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Last Updated: October 27, 2026
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In this AI Research Roundup episode, Alex discusses the paper: 'How to Correctly Report Ready to become a certified watsonx AI Assistant Engineer? Register now and use code IBMTechYT20 for 20% off of your exam ... For decades, evaluating text generation at scale meant relying on unscalable human graders or rigid, metric-blind string-matching ... Your eval says version two wins. You ship it. Users hate it. Here's what actually happened: the Evaluating Large Language Models (LLMs) is one of the most critical steps in building production-ready AI applications. Beyond the Illusion of Consensus: From Surface Heuristics to Knowledge-Grounded Evaluation in
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