Evaluating the Effectiveness of Large Language Models - Challenges and Insights
Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only! Grab it Explore the challenges and insights of evaluating Large Language Models (LLMs) in this 36-minute podcast episode featuring Aniket Kumar Singh, CTO at MyEvaluationPal and ML Engineer at Ultium Cells. Delve into the importance of LLM evaluation, performance measurement techniques, and common obstacles faced in the field. Gain valuable insights on prompt engineering and model selection based on Aniket's research. Discover real-world applications of LLMs in healthcare, economics, and education, and learn about future directions for improving these powerful AI models. The discussion covers topics such as systems-level perspectives, model capabilities, AI confidence trends, agent architectures, and the balance between robust pipelines and prompts.