ASSET Seminar: “Provable vs Impossible Trust: Reasoning, Steering, and Safety”

September 3, 2025 at 12:00 PM - 1:15 PM
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Date: September 3, 2025
Time: 12:00 PM - 1:15 PM
Event Category: Seminar
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    • Organizer
    AI-enabled Systems: Safe, Explainable, and Trustworthy (ASSET) Center
    Email: asset-info@seas.upenn.edu
    Website: View Organizer Website
    Venue
    Amy Gutmann Hall, Room 414 3333 Chestnut Street
    Philadelphia
    19104     Google Map
    Abstract: In this talk, I will discuss a collection of highlights from our recent work in trustworthy AI.
    (1) Certifying reasoning explanations with reliability guarantees and aligning with expert knowledge,
    (2) Simple yet effective steering inspired from theoretical rule-following mechanisms for transformers, and
    (3) The impossibility of monitoring stateless attackers and what safety defenses should be doing.

     

    Seminar Recording: https://drive.google.com/file/d/1FNeVVPXb_vZiNWVexFTgTFoVKBM_QnqQ/view?usp=sharing

     

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