Accepted to COLM 2026? Consider submitting your work to the fast track at the Actionable Interpretability Workshop! @ActInterp
We welcome work that advances the use of interpretability to real-world usage.
Deadline: August 9
Links below 👇
At Seoul for #ICML!
We will present our position paper tomorrow on Actionable Interpretability! Come hang out and argue on how (and if) interpretability can be actionable.
📍HALL A #3206, 2:00 PM – 3:45 PM
We’re extending the Actionable Interpretability workshop @ActInterp submission deadline by 3 days!
New deadline: June 24th.
Looking forward to your submissions ;) Link in thread
Submit your work! The 2nd Workshop on 𝐀𝐜𝐭𝐢𝐨𝐧𝐚𝐛𝐥𝐞 𝐈𝐧𝐭𝐞𝐫𝐩𝐫𝐞𝐭𝐚𝐛𝐢𝐥𝐢𝐭𝐲 will be held at COLM 2026 in San Francisco!
Submission Deadline: June 21, 2026
@ActInterp
Our ICML 2025 workshop on Actionable Interpretability drew massive interest. But the same questions kept coming up: What does "actionable" mean? Is it achievable? How?
We're ready to answer.
🧵
🤔What happens when LLM agents choose between achieving their goals and avoiding harm to humans in realistic management scenarios? Are LLMs pragmatic or prefer to avoid human harm?
🚀 New paper out: ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs🚀🧵
Many thanks to the @ActInterp organisers for highlighting our work - and congratulations to Pedro, Alex and the other awardees! Sad not to have been there in person, it looked like a fantastic workshop. @AmsterdamNLP@EdinburghNLP
Big congrats to Alex McKenzie, Pedro Ferreira, and their collaborators on receiving Outstanding Paper Awards!👏👏
and thanks for the fantastic oral presentations!
Check out the papers here 👇
Big congrats to Alex McKenzie, Pedro Ferreira, and their collaborators on receiving Outstanding Paper Awards!👏👏
and thanks for the fantastic oral presentations!
Check out the papers here 👇
1⃣Detecting High-Stakes Interactions with Activation Probes - arxiv.org/abs/2506.10805
2⃣ Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations - arxiv.org/abs/2504.05294