Sanmi Koyejo
Assistant Professor of Computer Science, Stanford University; Faculty Affiliate, Stanford HAI

Mind the (Language) Gap: Mapping the Challenges of LLM Development in Low-Resource Language Contexts

This white paper maps the LLM development landscape for low-resource languages, highlighting challenges, trade-offs, and strategies to increase investment; prioritize cross-disciplinary, community-driven development; and ensure fair data ownership.
AI presents an opportunity to reflect on society’s biases, but we need to pay close attention to both technical and social considerations, says Stanford HAI Faculty Affiliate Sanmi Koyejo.
Exploring the Impact of AI on Black Americans: Considerations for the Congressional Black Caucus’s Policy Initiatives

This white paper, produced in collaboration with Black in AI, presents considerations for the Congressional Black Caucus’s policy initiatives by highlighting where AI holds the potential to deepen racial inequalities and where it can benefit Black communities.