Wharton Human-AI Research
Advancing Human-Centered AI for Business Innovation
Exploring the design, impact, and governance of intelligent systems across organizations and society.
Announcing Wharton Human-AI Research
Formerly AI at Wharton, this new name reflects our continued focus on innovative, human-centered AI research.
AI Insights

How Wharton Prepares Students to Lead in the Age of AI
As artificial intelligence continues to shape industries, careers, and daily life, students at the Wharton School have a unique opportunity to explore AI from a behavioral science perspective in the course AI in Our Lives: The Behavioral Science of Autonomous Technology. Taught by Stefano Puntoni, Sebastian S. Kresge Professor of Marketing and Faculty Co-Director of Wharton Human-AI Research, this class examines the ways AI impacts individuals, organizations, and society, offering students a chance to critically assess both the benefits and risks of this rapidly evolving technology.

“It’s like forcing yourself to take the stairs instead of taking the elevator.”
— Hamsa Bastani, associate professor of Operations, Information and Decisions via The Wall Street Journal
In a personal reflection for The Wall Street Journal, Wharton professor Hamsa Bastani explores how overreliance on generative AI may dull our cognitive edge—and why she now intentionally chooses friction over ease to stay sharp and engaged.
Read more via WSJ → (subscription may be required)

One might view learning through LLMs rather than web search as analogous to being shown the solution to a math problem rather than trying to solve it oneself.
— Shiri Melumad, associate professor of Marketing, “Experimental Evidence of the Effects of Large Language Models versus Web Search on Depth of Learning”
In a series of experiments with over 4,500 participants, Professor Melumad finds that using large language models like ChatGPT can lead to shallower learning, reduced originality, and lower-quality advice compared to traditional web search. The research suggests that AI tools may make knowledge acquisition more passive—potentially diminishing how deeply we engage with and retain information.

“GenAI offers firms unprecedented opportunities to understand and engage with customers, better assess the competitive environment, and extend data-driven decision-making.”
— Stefano Puntoni, Faculty Co-Director of Wharton Human-AI Research, via Harvard Business Review
In this new HBR feature, Professor Puntoni and his co-authors present a clear framework for how generative AI is revolutionizing market research—leveraging synthetic data, digital twins, and always-on insight engines to unlock deeper customer understanding.
Read the full piece → (subscription may be required)
Podcasts

Creative Intelligence
Through expert conversations, this series explores what it takes for individuals and organizations to adapt, innovate, and thrive in the age of intelligent tools and emerging technologies.
Launching May 5

The Road to Accountable AI
Join Professor Kevin Werbach for expert interviews on how AI is being implemented responsibly and ethically across industries. Discover how leaders are shaping the future of accountable AI.

Where AI Works
Explore how AI is transforming the workplace through real-world insights, research, and conversations with industry leaders—hosted by Professor Kartik Hosanagar in collaboration with Accenture.
Industry Reports
The Wharton Blueprint for Effective AI Chatbots
Developed in collaboration with Science Says, this practical guide offers science-backed recommendations for designing smarter, more human-centered chatbot experiences. Grounded in behavioral research, the Blueprint helps business leaders close the gap between technical capability and customer satisfaction.
Available April 28
Growing Up: Navigating Gen AI’s Early Years
In partnership with GBK Collective, WHAIR produced a research-driven report on GenAI adoption, business applications, and ROI. The report highlights rapid growth in usage, shifting sentiment, and the need for measurable impact as companies move from experimentation to strategic investment.
An AI-Ready Data Framework for CDOs
In partnership with Informatica, WHAIR convened industry and academic leaders to create a framework helping CDOs responsibly deploy generative AI. It offers strategies for aligning data with business goals, securing executive buy-in, and managing risks like bias and data security.
Featured Events

AI and the Future of Work (May 21-22)
This two-day academic conference brings together scholars, researchers, and practitioners to explore AI’s impact on jobs, skills, productivity, and the evolving workplace.

Business & Generative AI Workshop (September 4-5)
This research workshop brings together academics and industry leaders to connect, collaborate, and exchange bold ideas on GenAI’s impact on business models, industries, and economies.

AI Horizons
Featuring top academic speakers, the webinar series offers insights into the latest research and trends, exploring cutting-edge AI applications and their impact on business.
Executive Education for Professionals
Generative AI and Business Transformation
Dissect the technology, platforms, and large language models of generative AI and identify opportunities for strategic and practical business applications.
Strategies for Accountable AI
A comprehensive roadmap for effective AI oversight, enabling you to implement or modify systems and processes so they are responsible, safe, trustworthy, ethical, and legally compliant.
Analytics for Strategic Growth: AI, Smart Data, and Customer Insights
An insider’s perspective on analytics, showing you how to leverage your data to transform existing business practices.
Business Model Innovation in the Age of AI
Uncover potential innovations that range from simple but highly effective adjustments to industry-disrupting changes that are difficult or even impossible to copy.
Stay Connected with WHAIR
Be the first to hear about new research, upcoming events, podcasts, and insights from our faculty experts in AI and business. Join our mailing list and stay informed as the field evolves.
Contact Us
Wharton Human-AI Research
Academic Research Building
265 S. 37th Street, Third Floor
Philadelphia, PA 19104
human-ai@wharton.upenn.edu
