Women in AI experts will explore the definition of fringe as it applies to humans and societies, and how we can find joy in and around the boundaries. Energy complexities and heavy regulations demand bold transformations that are sustainable and responsible. The panelists will share personal reflections and industry innovations where reactivating lost and misinformed stories are valuable (for example, across sociology, ethnography, space technologies, and investments). Adoption of modern frameworks is critical to expand enterprises beyond the legacy, and towards the uncharted.

Women in AI experts will discuss why data matters for inclusion to be effective in the models being trained. Understanding not only the outputs for individuals, rather how outcomes impact broader communities is a key consideration. Continuously iterating and testing the models is critical to address gender inequities, and the panelists will explore industry use cases from the financial services sector, as well as disinformation in news and media.