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Experiment

Retrieval Map

When you ask an AI a question, a RAG system first grabs the most relevant documents from its library to answer with. Here, each dot is a document, the diamond is your question, and the lines show what gets pulled in. Switch to Poisoned to see an attacker's planted document — crafted to look relevant to everything — get retrieved no matter what you ask.

Companion reportBlind SentinelRead it
EXP—02
Clean
questiondocumentretrievedplanted doc

Knowledge base

Each question pulls the few documents whose topic actually matches it.

Retrieved

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