D. Sculley

D. Sculley, a director on the Google Brain team known for his insights on technical debt in machine learning, dives into the evolving concept of data debt. He discusses the integral role data quality plays in data-centric AI and highlights common sources of data debt. The conversation touches on innovative strategies like causal inference graphs and stress testing for improving model robustness. Sculley also explores the community's proactive steps to mitigate these issues, emphasizing a shift towards more accountable data practices.