The Evolving Landscape of LLM Evaluation

Throughout recent years, LLM capabilities have outpaced evaluation benchmarks. This is not a new development. What is new is that the set of standard LLM evals has further narrowed—and there are questions regarding the reliability of even this small set of benchmarks.