Mechanistic Interpretability Workshop Updates (NeurIPS 2025)

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August 21, 2025

Reminder: MI Workshop at NeurIPS 2025 Submission Deadline Tomorrow (Aug 22 AoE)

Hi everyone,

This is a final reminder that the submission deadline for the Mechanistic Interpretability (MI) Workshop at NeurIPS 2025 is just over 24 hours away. The deadline is Friday, August 22, 2025 (Anywhere on Earth). 

All details regarding submission length, formatting, and topics of interest can be found on our Call for Papers page. Submissions should be made through this OpenReview link. This deadline will not be extended.

As you finalize your work, we want to highlight a few key points from our call for papers:

  • Expanded Scope: We welcome any work that furthers our ability to understand models, even in unconventional ways. Beyond standard empirical work, this includes rigorous replications, critiques, open-source tools, datasets, educational materials, and position pieces.

  • On Claims and Limitations: Works that clearly document their strengths and weaknesses are welcomed, even if conclusions remain inconclusive. Works that downplay or omit significant limitations will not be accepted.

  • Reproducibility: We strongly encourage you to open-source any code, models, and data. Papers will be evaluated for reproducibility, and providing resources to support this is highly valued. We recommend using services like anonymous.4open.science to share code anonymously.

Interested in Reviewing?

If you have expertise in mechanistic interpretability and haven't signed up to review yet, we would be incredibly grateful for your help. You can express your interest using this form: Reviewer Interest Form.

As a reminder, we request but do not require that (co-)first authors of submitted papers also volunteer as reviewers.

We're really excited to see your work. Please don't hesitate to reach out if you have any questions. 

Best regards,

The MI Workshop Organizing Committee

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