Anthony Peng

Hi, I'm Anthony, a CS PhD at Georgia Tech.

My research aims to make foundation models safe and reliable as their capabilities scale. I develop training methods and design principles that strengthen safety during adaptation and reasoning, improve robustness and visual understanding, and expand capabilities within practical data and compute budgets.

My dissertation, advised by Polo Chau, has elevated foundational AI efforts across leading technology organizations, including Nvidia, Meta, IBM Research, Intel Lab, and ADP.

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