🛠️ Actionable Interpretability🔎 COLM 2026 & ICML 2025 | Bridging the gap between insights and actions ✨ https://xitter.cf/t.co/4zRMTbzwDc
Joined March 2025
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It was a packed day, full of interesting conversations and engagement!
Thank you to all the researchers, speakers, and panelists for making this happen.
See you next year!
✨Today is the day!✨
Join us in Continental Ballroom 7,8 @COLM_conf starting at 9am for the 2nd iteration of the Actionable Interpretability workshop!
More info: actionable-interpretability.…
ALT Picture showing the workshop schedule, which is also listed on the website for screen reading at https://actionable-interpretability.github.io/.
Our 71 accepted papers will be presented in 2 poster sessions. 4 of them will also be contributed talks.
Some posters are available online here: actionable-interpretability.…
Actionable Interpretability Workshop @COLM 2026 retweeted
Announcing the keynote speakers for the Actionable Interpretability Workshop at COLM 2026! @ActInterp
@boknilev @banburismus_ @ChrisGPotts @dhanya_sridhar
What would you ask them?
Actionable Interpretability Workshop @COLM 2026 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 👇
Actionable Interpretability Workshop @COLM 2026 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
Actionable Interpretability Workshop @COLM 2026 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
Actionable Interpretability Workshop @COLM 2026 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
Actionable Interpretability Workshop @COLM 2026 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🚀🧵
Actionable Interpretability Workshop @COLM 2026 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…)
Actionable Interpretability Workshop @COLM 2026 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 👇
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
Actionable Interpretability Workshop @COLM 2026 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
