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Full-solution interaction in multi-agent LLMs can erase diversity, leading to suboptimal performance despite the presence of multiple agents.
OpenAIReview + GPT-5.5 not only predicts paper quality with 83% accuracy but also detects over 71% of critical errors, showcasing the promise of AI in peer review.