Under the Hood of AI
Abstract
Expert panel discussion on AI infrastructure, model development, deployment constraints, and the technical systems behind modern AI.
Date
Feb 9, 2026 1:00 PM — 2:30 PM
Location
NYU School of Law
New York, NY
Panel discussion on AI infrastructure and the technical systems behind modern AI.
Nandan Kumar Jha
Ph.D., New York University · Representation Learning, Scaling Laws, and High-Dimensional Learning Dynamics
I study nonlinear representation dynamics in large language models, focusing on how nonlinearities, architecture, and optimization jointly shape representational geometry, scaling behavior, and usable computational capacity.