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I won a championship that doesn't exist

The author fabricated a 6 Nimmt! World Championship win by creating a fake website and editing Wikipedia to cite it, demonstrating how easily LLMs can be misled by circular citations in retrieval-augmented generation systems. The experiment highlights vulnerabilities in AI trust models, including retrieval layer poisoning, training corpus contamination, and risks for AI agents using external data without verification.

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First seen
Apr 29, 2026, 4:38 AM
Last updated
Apr 29, 2026, 12:08 PM

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data poisoningretrieval augmented generationcircular citationAI trustdisinformationsupply chain attack

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I won a championship that doesn't exist

Apr 29, 2026, 4:38 AM

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