Generative AI is likely to have a deep and profound impact on multi-agent strategic settings. This workshop will be concentrated on this research direction, covering emergent research topics such as mechanism design with/for generative AI, using large language models in strategic settings as well as using them as proxies of human economic/social agents in empirical studies. The workshop is concerned with both theoretical and empirical work. Concrete examples of the workshop topics include but are not limited to the following:
- Online Advertisements with Generative AI.
- Mechanisms for Aggregating Opinions in Social Choice and Information in Applications such as Search Engines.
- LLM Usage in Strategic Settings such as Negotiation, Persuasion, and More.
- Economic Impacts of Generative AI on Humans and Platform Welfare.
- LLMs as Economic/Social Agents and Their Usuage in Simulations and Studies.
- Data and Markets for Generative AI: Economics and Mechanisms for Selling Data for GenAI and Developing GenAI models.
Paper Submission Details and Dates
- Submission URL: https://openreview.net/group?id=AAAI.org/2025/Workshop/MarketsGenAI
- Submission Guildlines: Papers should follow the AAAI 2025 template and are restricted to be a total of 7 pages excluding references. Further, an appendix maybe included.
- Submission Deadline: (Extended to) December 4th, 11:59pm AoE.
- Notification of acceptance or rejection date:
December 15thDecember 21th. - Workshop Date: March 3, 2025
- Workshop Location: Room 119B at the Pennsylvania Convention Center
Schedule
9:00- 9:05:
Opening Remarks
9:05 - 9:50:
Invited Talk: Nicole Immorlica - "The impact of generative AI on market structure"
09:50 - 10:10:
Oral Presentation: Competition and Diversity in Generative AI
10:10 - 10:30:
Oral Presentation: Incentivizing Quality Text Generation via Statistical Contracts
10:30 - 10:50:
Oral Presentation: Algorithmic Collusion by Large Language Models
10:50 - 11:35:
Invited Talk: Vahab Mirrokni
11:35 - 12:20:
Invited Talk: Aaron Roth - "Tractable Agreement Protocols"
12:20 - 13:25:
Lunch Break
13:25 - 14:10:
Invited Talk: Chi Wang - "AG2: Open-Source AgentOS for Agentic AI"
14:10 - 14:30:
Oral Presentation: From Independence of Clones to Composition Consistency
14:30 - 15:00:
Poster Session 1
15:00 - 15:30:
Poster Session 2
15:30 - 16:00:
Break (coffee will be served outside)
16:00 - 17:00:
Panel discussion on agents and EconCS research in the Era of LLMs
Invited Speakers
Nicole Immorlica
Researcher, Microsoft Research
Chi Wang
Senior Staff Research Scientist, Google DeepMind
Vahab Mirrokni
Google Fellow / VP, Google Research New York
Aaron Roth
Professor at the University of Pennsylvania
Accepted Posters
Click here for the full list.
Workshop Organizers
Seyed A. Esmaeili
Postdoc at the University of Chicago
MohammadTaghi Hajiaghayi
Professor at the University of Maryland
Renato Paes Leme
Research Scientist at Google Research New York
Qingyun Wu
Assistant Professor at Penn State University
Haifeng Xu
Assistant Professor at the University of Chicago
Contact Us
For any questions please reach out to marketsgenaiaaaiworkshop@gmail.com.