Course Overview – Human-Centered Generative AI
Learn more and enroll in the course: https://online.stanford.edu/courses/xfm112-human-centered-generative-ai
While generative AI has the potential to transform industries and organizations, that transformation may pose considerable risks to individuals, communities, and society at large. To navigate these risks, leaders must apply a human-centered approach to the development and deployment of generative AI systems.
Developed in collaboration with the Stanford Institute for Human-Centered Artificial Intelligence (HAI), this course provides ethical strategies and techniques for developing and implementing generative AI in a way that serves the interests of all stakeholders. Rather than traditional single-instructor teaching, the course provides a conference-style learning experience, featuring insights from many of the most distinguished experts in the field.
- Understand the fundamentals and nuances of human-centered AI and generative AI.
- Explore human-centric approaches to natural language processing.
- Evaluate the fairness, ethics, privacy, and robustness of your solutions and develop strategies to strengthen them.
- Examine modern generative AI governance frameworks, policies, and professional norms and standards.
- Assess regulatory and policy trends in generative AI.
- Ponder what you really want from generative AI.
#generativeai
Learn more and enroll in the course: https://online.stanford.edu/courses/xfm112-human-centered-generative-ai
While generative AI has the potential to transform industries and organizations, that transformation may pose considerable risks to individuals, communities, and society at large. To navigate these risks, leaders must apply a human-centered approach to the development and deployment of generative AI systems.
Developed in collaboration with the Stanford Institute for Human-Centered Artificial Intelligence (HAI), this course provides ethical strategies and techniques for developing and implementing generative AI in a way that serves the interests of all stakeholders. Rather than traditional single-instructor teaching, the course provides a conference-style learning experience, featuring insights from many of the most distinguished experts in the field.
– Understand the fundamentals and nuances of human-centered AI and generative AI.
– Explore human-centric approaches to natural language processing.
– Evaluate the fairness, ethics, privacy, and robustness of your solutions and develop strategies to strengthen them.
– Examine modern generative AI governance frameworks, policies, and professional norms and standards.
– Assess regulatory and policy trends in generative AI.
– Ponder what you really want from generative AI.
#generativeai
