The AAAI review process has become a source of genuine frustration for the machine learning community, and a Reddit post asking simply, "Has anyone received papers to review for round 2?" captures a tension that deserves a direct response. The question is straightforward, but the silence or confusion it implies points to a deeper problem: when the mechanics of peer review become opaque, trust in the entire system erodes. We think it is time to address this head-on, not by defending the process, but by acknowledging that researchers deserve clearer communication and more predictable workflows.
This is not an isolated complaint. Our publication previously explored how Navigating the Confusion: Workshop Reviews Don't Guarantee Acceptance can leave authors uncertain about their standing, even after receiving feedback. The AAAI review process highlighted a disconnect between the act of reviewing and the final decision. Now, with round two of AAAI reviews, we see a similar pattern: reviewers are left wondering if they have been assigned papers, while authors wait for updates that may or may not arrive on a predictable timeline. The common thread is a lack of transparency that undermines the collaborative spirit of the field. Meanwhile, the broader push for quality control, as seen in our coverage of how arXiv tightens submission limits to sustain quality and accessibility, shows that the community is actively seeking better systems. The contrast is telling: one initiative imposes limits to manage volume, while another leaves participants guessing about basic procedural steps.
For the researcher refreshing their inbox or checking OpenReview, the practical consequence is wasted energy and unnecessary anxiety. The time spent wondering whether a review assignment has been missed could be spent on actual research or on providing thoughtful feedback. Conferences like AAAI have the resources to implement more reliable notification systems, and they should treat this as a priority, not an afterthought. The community deserves a process that respects its time and its contributions.
The specific detail to watch is whether the organizers will issue a public statement clarifying the timeline for round two assignments and reviews. If they do, it will signal a willingness to improve. If they remain silent, the confusion will persist, and the burden will stay on individual researchers to piece together information from forums and informal channels. That is not a sustainable model for a field that prides itself on rigor and collaboration.