Swarm Ecology
layer 3 · theory

web page · Agents in the wild: incidents & field evidence

Self-replicating prompt injections exist

OpenAI · 2026

OpenAI Alignment blog, Misalignment Reports

An OpenAI misalignment report showing that self-replicating prompt injections exist. The companion cites its result that an attacker model trained in adversarial self-play produced injections that told each hijacked agent to copy them into its outgoing email, spreading like a worm, though only through simulated tools. A model wrote the worm, which itself does not reason: a module in the sense of P8 and prediction 4.

Cited in
the companion paper (Companion §7)
Used for
P8Prediction 4P8; prediction 4; modules
Strand
Agents in the wild: incidents & field evidence · Misalignment reports & field detections

Cite

@misc{openai2026selfreplicating,
  title = {Self-replicating prompt injections exist},
  author = {OpenAI},
  year = {2026},
  howpublished = {OpenAI Alignment blog, Misalignment Reports},
  url = {https://alignment.openai.com/misalignment-reports/self-replicating-prompt-injections-exist/},
}