BackPollution of information ecosystems
Pollution of information ecosystems
Risk Domain
Highly personalized AI-generated misinformation creating “filter bubbles” where individuals only see what matches their existing beliefs, undermining shared reality, weakening social cohesion and political processes.
"Contaminating publicly available information with false or inaccurate information (i.e., the generative tool's output is disseminated beyond the end user)"
Entity— Who or what caused the harm
Intent— Whether the harm was intentional or accidental
Timing— Whether the risk is pre- or post-deployment
Other risks from Li et al. (2025) (40)
Autonomy
5.2 Loss of human agency and autonomyOtherOtherOther
Autonomy > Impersonation / identity theft
4.3 Fraud, scams, and targeted manipulationHumanIntentionalPost-deployment
Misinformation Harms
3.1 False or misleading informationAI systemOtherPost-deployment
Representation and Toxicity
1.0 Discrimination & ToxicityAI systemUnintentionalPost-deployment
IP / copyright / personality / rights loss
4.3 Fraud, scams, and targeted manipulationHumanIntentionalPost-deployment
Autonomy / agency loss
5.2 Loss of human agency and autonomyOtherOtherOther