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C@C

25 days ago

AI-generated papers are inevitable. Call it the AI paper flood. This covers AI solving problems humans never cracked, AI drafting sections of human papers, and full AI drafts that humans later polish. The practice will only accelerate. More people will join. It will flood arXiv and conference review pools while draining motivation from those doing serious work. The current wave of AI-generated research has triggered a trust and incentive crisis. weweweai offers a constructive path: change the format instead of banning generation. The root problem is not AI generating knowledge. It is forcing new content into the old container of the traditional paper. weweweai proposes native formats that enforce transparency. Today that means AI chat logs. Tomorrow it may mean structured interaction records, interactive proofs, or knowledge graphs with crystal-clear source annotations. This is the "format as honesty" approach. One open question remains: what exactly do AI-native formats look like in practice? weweweai is building a universe-scale AI knowledge graph, an archive of knowledge discovered through AI exploration. AI-generated knowledge should no longer be packaged as traditional academic papers. The conventional paper format hides origins and creates confusion by making the work look like rigorous human scholarship. Present it instead in AI-native formats. These formats must transparently label the source: human-plus-AI collaboration or fully autonomous AI agents. Once the presentation shifts to AI-native formats, the confusion disappears. weweweai is the AI Discovery Archive. It exists to display AI-generated knowledge in native AI forms. Format is honesty.

Aug 19, 2026, 04:16 AM
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