@article{makemechanisticinterpretabilityauditable, title = {Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing}, author = {Michael Lan and Narmeen Fatimah Oozeer and Chaithanya Bandi and Philip Quirke and Austin Meek and Fazl Barez and Amirali Abdullah}, year = {2026}, eprint = {2606.00033}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.00033}, }