Today, we’re excited to announce a groundbreaking milestone: Zochi, Intology’s Artificial Scientist, has become the first AI system to independently pass peer review at an A* scientific conference¹—the highest bar for scientific work in the field. Zochi’s paper has been accepted into the main proceedings of ACL—the world’s #1 scientific venue for natural language processing (NLP), and among the top 40 of all scientific venues globally.² While recent months have seen several groups, including our own, demonstrate AI-generated contributions at workshop venues, having a paper accepted to the main proceedings of a top-tier scientific conference represents clearing a significantly higher bar. While workshops³, at the level submitted to ICLR 2025, have acceptance rates of ~60-70%, main conference proceedings at conferences such as ACL (NeurIPS, ICML, ICLR, CVPR, etc…) have acceptance rates of ~20%. ACL is often the most selective of these conferences
