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Harm and Bias Evaluation and Solution for Adobe Firefly


Date:  Thursday, May 23

Start Time: 11:25 am

End Time: 11:55 am

In this talk, Dr. Rebecca Li will explore the comprehensive approach Adobe has taken to mitigate harm and bias for Firefly, Adobe’s groundbreaking AI art generation tool, integrating AI ethics across all development stages. From design to deployment, Firefly prioritizes ethical considerations, embedding AI ethics into every process. We will showcase strategies for identifying and mitigating potential harm and bias, utilizing advanced AI techniques to ensure content safety. Additionally, we’ll emphasize our active involvement in shaping the global discourse on technology, highlighting the importance of collective responsibility in fostering ethical AI practices. Join us as we navigate the complex landscape of AI ethics, sharing insights and strategies to promote responsible innovation and accountability in the digital era.

Track

Session Speakers

  • Dr. Rebecca Li, ML Engineering Manager at Adobe for GenAI Scientific Evaluation, was one of the Engineering Co-founders and the Release Tech Lead of the Firefly monorepo SDK, which was launched as Adobe’s groundbreaking AI art generation tool. Dr. Li’s role established the monorepo as the definitive source of truth for Firefly model development and deployment, fostering close collaboration with evolving research architectures and rapid adaptation to changing product requests. She has been instrumental in fostering the growth of the Firefly community from a small team to support over 100 researchers and engineers. Dr. Li consolidates stakeholder feedback, oversees releases and stabilizes the code base. Her visionary leadership streamlines workflows, enhancing efficiency and transparency. Before joining Adobe, she completed her PhD at the University of Houston in 2020. Her diverse professional domain experiences cover creative image generation, medical image processing, self-driving cars and oil and gas.


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Harm and Bias Evaluation and Solution for Adobe Firefly