Ethics and Diversity in AI
Artificial intelligence is powering the fourth industrial revolution and has been called the “new electricity.” The global economic impact of AI applications is expected to reach $2.95 trillion by 2025, and we’re already seeing AI…
Radical Markets
Matching and Dynamic Pricing in Ride-Hailing Platforms
Ride-hailing platforms like Uber, Lyft, Didi Chuxing, and Ola are transforming urban mobility by connecting riders with drivers via the sharing economy. These platforms have achieved explosive growth, in part by dramatically improving the efficiency…
Incentive-Compatible Forecasting Competitions
Dashboard Mechanisms for Online Marketplaces
We consider the problem of designing mechanisms for online marketplaces for long-lived agents with persistent preferences. Bidder dashboards, which forecast outcomes as a function of bid, help bidders optimize their bids. The principal in such…