CAAI Faculty Research Finance and Economics
From predictive modeling and algorithmic trading to risk management and market behavior insights, AI is revolutionizing the way we understand and navigate the financial and economic landscape. This platform features a curated collection of research papers delving into AI-driven innovations, their economic implications, and the ethical and regulatory challenges they pose.
Research and Working Papers
From Unstructured Data to Demand Counterfactuals: Theory and Practice
2026
Authored by Giovanni Compiani,
Non-Exclusive Notifications for Ride-Hailing at Lyft II: Simulations and Marketplace Analysis
2026
Authored by Rad Niazadeh,
Demand Estimation with Text and Image Data
2026
Authored by Giovanni Compiani,
Non-Exclusive Notifications for Ride-Hailing at Lyft I: Single-Cycle Approximation Algorithms
2026
Authored by Rad Niazadeh,
Recurrent Neural Networks for Nonlinear Time Series
2026
Authored by Dacheng Xiu,Zhouyu Shen,
Financial Machine Learning
2023
Authored by Dacheng Xiu,Bryan T. Kelly,
From Transcripts to Insights: Uncovering Corporate Risks Using Generative AI
2023
Authored by Alex G. Kim,Maximilian Muhn,Valeri Nikolaev,
Bloated Disclosures Can ChatGPT Help Investors Process Information
2023
Authored by Alex G. Kim,Maximilian Muhn,Valeri Nikolaev,
Asset Embeddings
2023
Authored by Ralph S. J. Koijen,
Conference on Labor in the Age of Generative AI
The arrival of ChatGPT marks the new era of Generative AI. The Center for Applied AI (CAAI) brought together leading scholars to share their most recent research on the impact of generative AI on the labor market. Several insights emerged.
Conference on Labor in the Age of Generative AI
Generative Thinking: How AI is Changing Business
On November 14, 2024, the Center for Applied Artificial Intelligence (CAAI) and the Chicago Booth Office of Advancement hosted an exciting event at Google’s Mountain View campus.
Generative Thinking: How AI is Changing Business
LLMs Across Industries: Recent Research on Large Language Models
With advancements in LLMs across industries, Booth faculty are key figures leading broader application of language models. We highlight a few recent studies.
LLMs Across Industries: Recent Research on Large Language Models
The Future of Tech: How AI Will Transform EMEA Labor Markets
Advancements in AI are set to fundamentally reshape jobs, industries, and economies globally. Economic Outlook investigated these changes through the lens of contemplating AI’s impact on workers, firms, and the economy.
The Future of Tech: How AI Will Transform EMEA Labor Markets