Talk "Beyond Accuracy: Rethinking Evaluation for LLM Classifiers"
Framework for evaluating LLMs in production classification systems using three components: golden datasets for ground truth benchmarking, LLMs as judge for semantic validation, and human feedback for real-world performance tracking.