AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot

📰 ArXiv cs.AI

Learn how AI-assisted peer review can improve review quality and efficiency at scale, and how it was successfully deployed at the AAAI-26 conference

advanced Published 16 Apr 2026

Action Steps

Deploy AI-assisted peer review tools to automate initial review screening
Configure AI models to generate technically sound reviews at scale
Test AI-generated reviews for quality and consistency
Apply AI-assisted peer review to large-scale conferences or journals
Compare AI-generated reviews with human-generated reviews for accuracy and thoroughness

Who Needs to Know This

Researchers, conference organizers, and editors can benefit from understanding how AI-assisted peer review can enhance the review process, improving the quality and consistency of reviews

Key Insight

💡 AI-assisted peer review can generate technically sound reviews at real-world conference scale, improving review quality and consistency