Microsoft Research Podcast Ideas: Economics and computation with Nicole Immorlica
10 snips
Dec 5, 2024 Nicole Immorlica, Senior Principal Research Manager at Microsoft Research New England, dives into the fascinating intersection of math, economics, and technology. She shares her journey from physics to theoretical economics, revealing how algorithms and AI are reshaping markets. Immorlica discusses the stable marriage problem and its real-world implications, particularly in medical residencies. She also explores the transformative effects of generative AI on creativity and auction design, emphasizing the balance needed for regulation in this evolving landscape.
AI Snips
Chapters
Books
Transcript
Episode notes
Data-Driven Dive
- Nicole Immorlica, initially driven by data, found it messy and noisy.
- This experience reaffirmed the importance of theory in guiding data-driven research.
Theory's Illuminating Power
- Theory illuminates possibilities beyond existing data by hypothesizing potential futures.
- This foresight shapes future directions and actions.
Circuitous Research Path
- Nicole Immorlica's path to research was circuitous, starting with physics and cosmology, moving to computer science for its math, then to economics and computation.
- This multidisciplinary background allows her to use her math skills to improve society.
