Niloofar Mireshghallah

Niloofar Mireshghallah, an incoming assistant professor at Carnegie Mellon University, dives into the intriguing world of AI privacy and model behavior. She discusses the surprising reliance of models on context over memorization and highlights modern privacy threats like aggregation and inference attacks. The conversation touches on linguistic colonialism in AI, the challenges faced by non-English languages, and the importance of academic research in preserving the nuances of learning and cultural representation. Niloofar calls for innovative AI tools for science and education while emphasizing the need for privacy-aware designs.