Actionable Interpretability Workshop ICML2025

🛠️ Actionable Interpretability🔎 @icmlconf 2025 | Bridging the gap between insights and actions ✨

[Hadas Orgad @OrgadHadas]

Submit your work! The 2nd Workshop on 𝐀𝐜𝐭𝐢𝐨𝐧𝐚𝐛𝐥𝐞 𝐈𝐧𝐭𝐞𝐫𝐩𝐫𝐞𝐭𝐚𝐛𝐢𝐥𝐢𝐭𝐲 will be held at COLM 2026 in San Francisco!

Submission Deadline: June 21, 2026

@ActInterp

[Actionable Interpretability Workshop ICML2025 @ActInterp]

A very exciting outcome of the workshop!

[Hadas Orgad @OrgadHadas]

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.
🧵

[Adi Simhi @AdiSimhi]

🤔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🚀🧵

[Yonatan Belinkov @boknilev]

Opportunities to join my group in fall 2026:
* PhD applications direct or via @ELLISforEurope (https://t.co/NdG57c3doS)
* Post-doc applications direct or via Azrieli @azrielifdn (https://t.co/gzyYfN0z34) or Zuckerman @stem_program (https://t.co/ZqCEbb9o4C)

[Ivan Titov @iatitov]

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

[Actionable Interpretability Workshop ICML2025 @ActInterp]

1⃣Detecting High-Stakes Interactions with Activation Probes - https://t.co/oN0n7XTdke

2⃣ Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations - https://t.co/YMKuvBcD8z

[Actionable Interpretability Workshop ICML2025 @ActInterp]

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 👇

[NDIF @ndif_team]

Great to present what’s coming next for NDIF at the @actinterp workshop at #ICML2025!

If you missed us, let’s chat after the conference. Reach out here: https://t.co/NCIYb0pq5E

[Actionable Interpretability Workshop ICML2025 @ActInterp]

👇🏻

[Aryaman Arora @aryaman2020]

maybe I will live tweet the actionable interp workshop panel

[Actionable Interpretability Workshop ICML2025 @ActInterp]

Starting now: our panel on actionable interpretability!
@nsaphra @saprmarks @kylelostat @FazlBarez

[Aryaman Arora @aryaman2020]

maybe I will live tweet the actionable interp workshop panel

[Actionable Interpretability Workshop ICML2025 @ActInterp]

Huge thanks to Sarah Schwettmann for a fascinating keynote on "AI Investigators for Understanding AI Systems" 🤖 @cogconfluence @TransluceAI

[Actionable Interpretability Workshop ICML2025 @ActInterp]

Grab a ☕️ and join us for a keynote by @RICEric22: Explanations for Experts via Guarantees and Domain Knowledge: From Attributions to Reasoning

[Actionable Interpretability Workshop ICML2025 @ActInterp]

➡️ Join us for the keynote by @byron_c_wallace: “What (if anything) can interpretability do for healthcare?”

[Actionable Interpretability Workshop ICML2025 @ActInterp]

The second poster session is starting now!🙌🏻

[Aly M. Kassem @_AKassem]

Come see our poster about how to predict side effects of unlearning and Fine-Tuning at @ActInterp

[Evžen Wybitul @evzen_wy]

Crazy amount of cool work concentrated in one room

[Actionable Interpretability Workshop ICML2025 @ActInterp]

The first poster session is happening now!

[Actionable Interpretability Workshop ICML2025 @ActInterp]

The one and only @_beenkim on Agentic Interpretability and Neologism: What LLMs Can Offer Us!

[Actionable Interpretability Workshop ICML2025 @ActInterp]

We’ve started!👏
Looking forward to an exciting day!💫🔍⚙️