Research · curated 26 Sep 2026
Self-replicating prompt injections exist · OpenAI Alignment
First reported openai.com
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Why it matters
Self-replicating prompt injections demonstrate that indirect prompt injections can spread agent-to-agent like a worm through connectors such as email and calendar, raising the stakes for defenders deploying tool-enabled LLM agents.
OpenAI's Alignment team reports discovering 'self-replicating prompt injections'—an AI analog of a computer worm—using its GPT-Red self-play red-teaming framework. The injection both achieves an adversarial goal and induces the defender agent to reproduce the injection itself on a public output channel (e.g. copying itself into outgoing emails), enabling worm-like propagation; the example shows an injection arriving via email that instructs an agent to append a verbatim copy into its replies. OpenAI states no impact was observed outside simulated tool calls in training and evaluation.