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AI-research-feedback is an academic paper review skill for Claude Code. It checks grammar, coherence, formulas, figures, and argument flaws through six parallel agents, supports specifying journals to simulate reviewers, and finally generates a structured review report.
The article recounts how PPO, as one of the core alignment algorithms of ChatGPT, was rejected by the top AI conference NIPS in 2017 on grounds of limited novelty and insufficient improvement, revealing the drawbacks of academic peer review.