🛠️ Actionable Interpretability🔎 @icmlconf 2025 | Bridging the gap between insights and actions ✨ actionable-interpretability.…

Actionable Interpretability Workshop ICML2025 retweeted
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 👇
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Actionable Interpretability Workshop ICML2025 retweeted
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
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Actionable Interpretability Workshop ICML2025 retweeted
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
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Actionable Interpretability Workshop ICML2025 retweeted
Submit your work! The 2nd Workshop on 𝐀𝐜𝐭𝐢𝐨𝐧𝐚𝐛𝐥𝐞 𝐈𝐧𝐭𝐞𝐫𝐩𝐫𝐞𝐭𝐚𝐛𝐢𝐥𝐢𝐭𝐲 will be held at COLM 2026 in San Francisco! Submission Deadline: June 21, 2026 @ActInterp
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A very exciting outcome of the workshop!
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. 🧵
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Actionable Interpretability Workshop ICML2025 retweeted
🤔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🚀🧵
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Actionable Interpretability Workshop ICML2025 retweeted
Opportunities to join my group in fall 2026: * PhD applications direct or via @ELLISforEurope (ellis.eu/news/ellis-phd-prog…) * Post-doc applications direct or via Azrieli @azrielifdn (azrielifoundation.org/fellow…) or Zuckerman @stem_program (zuckermanstem.org/ourprogram…)
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Actionable Interpretability Workshop ICML2025 retweeted
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 👇
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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 👇
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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
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Actionable Interpretability Workshop ICML2025 retweeted
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: forms.gle/AhTSBNNttA11JVNS6
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Starting now: our panel on actionable interpretability! @nsaphra @saprmarks @kylelostat @FazlBarez
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👇🏻
maybe I will live tweet the actionable interp workshop panel
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Actionable Interpretability Workshop ICML2025 retweeted
maybe I will live tweet the actionable interp workshop panel
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Huge thanks to Sarah Schwettmann for a fascinating keynote on "AI Investigators for Understanding AI Systems" 🤖 @cogconfluence @TransluceAI
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Grab a ☕️ and join us for a keynote by @RICEric22: Explanations for Experts via Guarantees and Domain Knowledge: From Attributions to Reasoning
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➡️ Join us for the keynote by @byron_c_wallace: “What (if anything) can interpretability do for healthcare?”
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The second poster session is starting now!🙌🏻
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Actionable Interpretability Workshop ICML2025 retweeted
Come see our poster about how to predict side effects of unlearning and Fine-Tuning at @ActInterp
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Actionable Interpretability Workshop ICML2025 retweeted
Crazy amount of cool work concentrated in one room
The first poster session is happening now!
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