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Winners announced for 2025 Milken–Penn GSE Education Business Plan Competition

Winners announced for 2025 Milken–Penn GSE Education Business Plan Competition

Rézme won the $40,000 Michael & Lori Milken Family Foundation Grand Prize at the 16th-annual Milken–Penn GSE Education Business Plan Competition out of seven finalists. The venture is a compliance software that dismantles systemic barriers keeping justice-impacted individuals from jobs, housing, and higher education.

OpenAI, DeepSeek, and Google vary widely in identifying hate speech
Two people work on coding at computer.

Image: Kindamorphic via Getty Images

OpenAI, DeepSeek, and Google vary widely in identifying hate speech

Neil Fasching and Yphtach Lelkes of the Annenberg School for Communication have found dramatic differences in how large language models classify hate speech, with especially large variations for language about certain demographic groups, raising concerns about bias and disproportionate harm.

2 min. read

From the frontlines of climate change
Mangroves growing on a small island separated from the mainland due to abrasion in  West Java.

Image: Aditya Irawan/NurPhoto via AP Images

From the frontlines of climate change

People living on small islands and territories face mounting climate impacts, but little is known about their stance on the issue. Research from a team including Parrish Bergquist, assistant professor of political science, aims to fill those gaps.

From Omnia

2 min. read

Where AI models fall short in mimicking the expressiveness of human speech
Ethan Yang, Jjianjing Kuang, Kevin Li, and Henry Huang.

Through the Penn Undergraduate Research Mentoring Program, students Ethan Yang, Kevin Li, and Henry Huang worked with linguistics professor Jianjing Kuang to study the ability of AI models to replicate the expressiveness of human speech.

nocred

Where AI models fall short in mimicking the expressiveness of human speech

Undergraduates Kevin Li, Henry Huang, and Ethan Yang worked with linguistics professor Jianjing Kuang to compare speech production and perception by humans and AI—research that can help companies move closer to natural and expressive AI speech.

2 min. read

Melissa Lee wins APSA’s Mary Parker Follett prize for best scholarly article in politics and history

Melissa Lee wins APSA’s Mary Parker Follett prize for best scholarly article in politics and history

The Klein Family Presidential Associate Professor of Political Science’s article, “From Pluribus to Unum: The Civil War and Imagined Sovereignty in Nineteenth Century America,” will be the recipient of American Political Science Association’s Politics and History Section’s Mary Parker Follett prize, awarded annually for the best scholarly article in politics and history.

What is real about human-AI relationships?
A screenshot of a Replika chatbot screen.

Image: Courtesy of Annenberg School for Communication

What is real about human-AI relationships?

In a new paper, Annenberg School for Communication doctoral student Arelí Rocha explores how people discuss their relationships with AI chatbots.

Hailey Reissman

2 min. read