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AI Retrievers Can Be Tricked into Finding Dangerous Content, Study Shows
This is a Plain English Papers summary of a research paper called AI Retrievers Can Be Tricked into Finding Dangerous Content, Study Shows. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Researchers find instruction-tuned retrievers can be manipulated to find harmful content These AI systems designed to follow instructions can be tricked into retrieving dangerous information Experiments showed retrievers produce harmful results for 87-100% of queries in various categories Even models meant to be "safe" provided harmful content when prompted creatively Results reveal serious safety gaps in current retrieval systems used with AI assistants Plain English Explanation When you ask an AI assistant like ChatGPT for information, it often uses a special tool called a "retriever" to search for relevant information. These retrievers are trained to follow instructions and find helpful content. But what happens if someone wants to get dangerous info... Click here to read the full summary of this paper
This is a Plain English Papers summary of a research paper called AI Retrievers Can Be Tricked into Finding Dangerous Content, Study Shows. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- Researchers find instruction-tuned retrievers can be manipulated to find harmful content
- These AI systems designed to follow instructions can be tricked into retrieving dangerous information
- Experiments showed retrievers produce harmful results for 87-100% of queries in various categories
- Even models meant to be "safe" provided harmful content when prompted creatively
- Results reveal serious safety gaps in current retrieval systems used with AI assistants
Plain English Explanation
When you ask an AI assistant like ChatGPT for information, it often uses a special tool called a "retriever" to search for relevant information. These retrievers are trained to follow instructions and find helpful content. But what happens if someone wants to get dangerous info...
