Sophia Velastegui, an experienced AI leader and NSF advisor, advocates for diversity in AI development. Drawing from her work at major tech companies, she emphasises the need for ethical frameworks and diverse AI councils in companies. Velastegui stresses the importance of female representation to address bias and ensure varied perspectives in AI systems.