Stanford University · Course
Human-Centered Generative AI (XFM112)
Human-Centered Generative AI (XFM112) is a self-paced Stanford Online course developed with Stanford HAI on ethical strategies for developing and using generative AI in a way that serves all stakeholders, taught through expert talks rather than a single instructor.
Who it suits
- Leaders responsible for deploying generative AI responsibly.
- Practitioners who need to assess fairness, privacy and governance.
What it covers
- The fundamentals of human-centred AI and generative AI.
- Human-centric approaches to natural language processing, data bias and algorithmic fairness.
- Evaluating the fairness, ethics, privacy and robustness of your solutions.
- Governance frameworks, policies and professional norms, and regulatory and policy trends.
Common questions about Human-Centered Generative AI (XFM112)
- How long is it?
- Stanford lists 11 hours, 100% online and on demand, with 60 days of course access and a record of completion.
- How is it taught?
- As a conference-style set of talks from many experts, not a single instructor.
- Is it part of a programme?
- Stanford lists it in the Generative AI: Technology, Business, and Society Program.
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Where this comes from
Written from Stanford University’s own pages, read on 2026-10-14. Content, prices and availability change, so the provider’s page is the source. We are not affiliated with Stanford University and this is not an endorsement.