AI Industry Days
The Penn Engineering community is invited to join our inaugural AI Industry Days on Wednesday, October 22 and Thursday, October 23. Continuing Industry Days’ tradition of providing avenues for students […]
ASSET Seminar: “Testing AI’s Implicit World Models”
Many of the robustness properties that are required for real-world applications of AI would be realized by a model that has understood the world. But it is unclear how to […]
ASSET Seminar: “When Is a Conformal Set, a Conformal Set?”
The two most popular vehicles for communicating uncertainty in the estimates of an unknown quantity are confidence sets and conformal sets. The set produced and its corresponding probability guarantee (conditional […]
ASSET Seminar: “Unpacking the Unintended Consequences of AI in Education”
The rapid integration of AI into educational settings presents opportunities and challenges—this talk will discuss findings from three large-scale field studies investigating the impact of AI on student learning. First, […]
ASSET Seminar: “Title TBD”
Abstract TBD Zoom: https://upenn.zoom.us/j/95189835192 Passcode: 797599
ASSET Seminar: “The coverage principle in language models: From pre-training to test-time scaling”
Test-time compute has emerged as a new axis for scaling language model capabilities, yet we lack a principled understanding of this paradigm. What are the right algorithms and trade-offs for […]
ASSET Seminar: “Robust and Uncertainty-Aware Decision Making under Distribution Shifts”
Abstract TBD Zoom: https://upenn.zoom.us/j/92346171614
ASSET Seminar: “Auditing Large Language Model Ecosystems: From Model Outputs to Agentic System Deployment”
Abstract TBD Zoom: https://upenn.zoom.us/j/97546234895
ASSET Seminar: “How do LLMs generalize on out-of-distribution tasks? insights from model’s internal representations”
A mystery of large language models (LLMs) is their ability to solve novel tasks, notably through a few demonstrations in the prompt (in-context learning). Such tasks often require the model […]