User Studies And Human Evaluation

# User Studies and Human Evaluation: The Gold Standard for Generative AI Generative AI is revolutionizing fields from art and music to drug discovery and software development. But how do we truly know if these models are producing *good* results? Automated metrics like BLEU, ROUGE, or FID offer a quick and convenient way to assess performance, but they often fall short of capturing the nuances of human perception. This is where **user studies and human evaluation** come in – they represent the