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arXiv cs.AIPaper

The Emerging AI Paper-Review Arms Race: Adversarial Co-Evolution in Scholarly Publishing

The paper names something real: as AI makes research faster and cheaper, evaluation systems adapt, which then creates incentives for new evasion tactics. It's an arms race. If you're in scholarly publishing or building tools for research, this is the ecology you're operating in. The synthesis itself is useful reference work, though most readers will recognize the dynamics already.