“Fifty-two million U.S. dollars to fire drones into populous neighborhoods,” Fondasyon Je Klere said in its report. “The use of drones in these areas causes more collateral damage among the civilian population than it truly neutralizes gangs.”
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В сети обругали обнаженную фотосессию Кайли Дженнер для Vanity Fair20:46,更多细节参见官网
The paper demonstrated 90% success against knowledge bases containing millions of documents, using gradient-optimized payloads. What I tested is a vocabulary-engineering approach — no optimization against the embedding model — against a 5-document corpus. The corpus is obviously smaller than what the paper evaluated, so the success rate isn’t directly comparable. The value of a small local lab is reproducibility and clarity of mechanism, not scale. In a real production knowledge base with hundreds of documents on the same topic, the attacker needs more poisoned documents to reliably dominate the top-k — but the attack remains viable. The PoisonedRAG authors showed that even at millions-of-documents scale, five crafted documents are sufficient when using their optimization approach.