Margaret Mitchell is a researcher focused on the ins and outs of machine learning and ethics-informed AI development in tech. She is one of the Time's 2023 Most Influential People!
She has published over 50 papers on natural language generation, assistive technology, computer vision, and AI ethics, and holds multiple patents in the areas of conversation generation and sentiment classification.
She currently works at Hugging Face as Chief Ethics Scientist, driving forward work in the ML development ecosystem, ML data governance, AI evaluation, and AI ethics. She previously worked at Google AI as a Staff Research Scientist, where she founded and co-led Google's Ethical AI group, focused on foundational AI ethics research and operationalizing AI ethics Google-internally. Before joining Google, she was a researcher at Microsoft Research, focused on computer vision-to-language generation; and was a postdoc at Johns Hopkins, focused on Bayesian modeling and information extraction.
She holds a PhD in Computer Science from the University of Aberdeen and a Master's in computational linguistics from the University of Washington. While earning her degrees, she also worked from 2005-2012 on machine learning, neurological disorders, and assistive technology at Oregon Health and Science University.
She has spearheaded a number of workshops and initiatives at the intersections of diversity, inclusion, computer science, and ethics. Her work has received awards from Secretary of Defense Ash Carter and the American Foundation for the Blind, and has been implemented by multiple technology companies.
Hall 2, Singapore EXPO
Premium
The increased developments and use of AI across recent years has seen a parallel increase in calls for AI regulation and AI ethics, but what is the best way to do so? Should we invest in creating ethical AI that abide by our values, or should the focus shift to cultivating ethical individuals who wield AI responsibly - in other words, cultivating ethical Human Intelligence (HI).
In this debate, technologists take to the stage to make a stand. Make your voices heard on which side you stand on, and join us as we attempt to define what the next phase of AI development should look like - ethical AI, or ethical HI?
Hall 1, Singapore EXPO
Premium
How can we leverage artificial intelligence for responsible financial services, aligned to human values? I will provide some of the answers in this brief talk, explaining the roots of unfairness in AI, the mistakes we make when we use it, and how it can be improved to create more fair and equitable financial outcomes.
The Festival
Global Platforms
Copyright © 2023 Singapore FinTech Festival, All Rights Reserved.