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Weekly Media Update

Week of July 24, 2026

A Crash Course in AI

How is artificial intelligence evolving? How does it even work? Questions like these brought 75 Penn faculty members out for a hands-on AI training spanning two days in June. “Every professor is grappling with questions around this technology and what it means for their teaching and research,” says Bhuvnesh Jain, who created and oversaw the successful “How AI Works” program. “The level of interest was impressive. Ten minutes before we started, every seat was filled and nearly everyone stayed until the end of the day.”

Can AI Detectors Be Trusted?

AI detectors trained on human prose can flag straightforward syntax and a measured tone as machine-generated. “An AI detector should not be used as the sole mechanism for determining whether someone has violated a policy and then sanctioning them,” said Chris Callison-Burch. He also calls for full disclosure that an AI detection tool will be used. “If you adopt a no-AI policy and a detector flags text, the next step is to have a conversation with the person. Otherwise, you will accuse innocent people of cheating.”

How Constraints Shape Creativity and Athletic Development
7/22: Wharton Moneyball | Eric Bradlow and Shane Jensen

Delta Basic Business: The Fence That Vanishes at the Border
7/20: Gad's Newsletter | Gad Allon

Psychological Correlates of Self-Reported Code Switching Among Black Americans
7/20: Cultural Diversity & Ethnic Minority Psychology | Emily Falk

Frontier AI Performance Across the Business Disciplines: A Case-Grounded Benchmark of Knowledge Work and Analytical Reasoning
7/17: arXiv | Chris Callison-Burch

The Epistemic Advantages of Representative Deliberation
7/17: PLOS One | Daniel Singer

Sequential Control of False Positives in Online Change Point Detection
7/16: arXiv | Ted Satterthwaite

Attitudinal and Behavioral Inference in Social Influence: A Process Model of Direct and Indirect Judgments and Decisions
7/14: Behavioral Sciences | Dolores Albarracín

State HIV Prevention Policy Environments and HIV Prevention Outcomes: Racial and Ethnic Differences in the United States
7/14: AIDS and Behavior | Dolores Albarracín

2026 Pennsylvania Defense & Innovation Summit
7/14: Penn Engineering | Vijay Kumar

Flatness-Preserving Residual Learning for Real-Time Tight Quadrotor Formation Flight
7/14: arXiv | Nikolai Matni

Every Sample Counts: Supervised Fine-Tuning of Language Models With Pointwise Constraints
7/9: arXiv | Alejandro Ribeiro

AI Governance Needs Radical Optionality
7/6: AI Frontiers | Cary Coglianese

Using Neural Signatures to Predict Health Behavior Change: A Mindful Distancing Intervention to Reduce Alcohol Consumption as a Proof of Concept
7/2: PsyArXiv | Emily Falk

ALI Elects 49 New Members
6/23: The Faculty Lounge | Sandy Mayson

Youth Participatory Action Research Across Educational Contexts: A Case Study Bridging High School and University Classrooms
6/8: PsyArXiv | Emily Falk

AI & Competition Policy: Getting the Framework Right
5/5: SCOPE Global Exchange | Christopher Yoo

 
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