Commercial development of generative artificial intelligence technologies has rapidly accelerated. This acceleration has raised concerns about potential harm—for example, models may produce factual errors that spread misinformation or generate explicit content. Our technology assessment describes common development practices, including testing for vulnerabilities and the limitations of this testing.