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When index recall falls below 0.5, exposure and churn can skyrocket, rendering traditional admission checks ineffective against retrieval hubs.
Ingestion-time defenses against coordinated poisoning are fundamentally flawed, allowing attackers to manipulate retrieval systems with minimal effort.
Admission-time control can eliminate the poisoning risk in RAG systems, achieving perfect recall while maintaining low false positive rates.
