Workshop on Actionable Interpretability@ICML 2025
  • General Information
  • Call for Papers

Actionable Interpretability

July 19 - ICML 2025 - Vancouver

The workshop on Actionable Interpretability@ICML2025 aims to foster discussions on leveraging interpretability insights to drive tangible advancements in AI across diverse domains. We welcome contributions that move beyond theoretical analysis, demonstrating concrete improvements in model alignment, robustness, and real-world applications. Additionally, we seek to explore the challenges inherent in translating interpretability research into actionable impact.

News

  • May 12 2025: The workshop is scheduled for July 19!
  • May 12 2025: Clarification: Submissions to the conference track may include the camera-ready version of the accepted paper (up to 9 pages, do not need to be anonymized).
  • May 3 2025: The submission deadline has been extended to May 19.
  • April 15 2025: Our submissions page on OpenReview is open!
  • March 31 2025: Call for papers published!
  • March 19 2025: Our Workshop was accepted to ICML!

Important Dates

May 19 - Submissions due (extended)

June 19 - Acceptance notification

July 19 - Workshop day

(All dates are Anywhere On Earth.)

Invited Speakers

Been Kim

Senior Staff Research Scientist at Google DeepMind

Sarah Schwettmann

Co-Founder of Transluce, Research Scientist at MIT CSAIL

Byron Wallace

Associate Professor at Northeastern University

Eric Wong

Assistant Professor at the University of Pennsylvania

Organizers

Tal Haklay

PhD student, Technion

Hadas Orgad

PhD student, Technion

Anja Reusch

Postdoc, Technion

Marius Mosbach

Postdoc, McGill University and Mila – Quebec AI Institute

Sarah Wiegreffe

Postdoc, Allen Institute for AI (Ai2) and University of Washington

Ian Tenney

Staff Research Scientist, Google DeepMind

Mor Geva

Assistant Professor, Tel Aviv University; Research Scientist, Google Research

© Workshop on Actionable Interpretability@ICML 2025 2025