Ian Scheffler

Physics of Foam Strangely Resembles AI Training

News / January 14, 2026

Penn Engineers have discovered that foams — from soap suds to food emulsions — are not static, as long assumed, but instead continuously reorganize themselves in ways that mathematically resemble how modern AI systems learn.

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New Video Dataset to Advance AI for Health Care

News / December 16, 2025

Penn’s new Observer platform provides anonymized video, audio and clinical data from real medical encounters, giving researchers an unprecedented tool for studying how care happens and training AI medical systems.

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How Might AI Shape the Future of Work?

News / December 8, 2025

Konrad Kording, a computer scientist, and Ioana Marinescu, an economist, have developed an interactive model to generate meaningful predictions about how AI will affect wages, jobs and the overall economy.

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Penn Startup Showcase 2025 Recap

News / November 24, 2025

Penn Engineering innovators took center stage at the inaugural Penn Startup Showcase, highlighting breakthrough ventures in robotics, AI and health care.

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