PromptRiskDBThreat intelligence atlas

Erosion of trust in public information

AI Risk

"Eroding trust in public information and knowledge"

Overview

A source-backed snapshot of this AI risk.

Techniques1Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Records2Source records unified into this concept.

Risk profile

How the MIT AI Risk Repository categorizes this risk.

Domain3. Misinformation; 1. Discrimination & Toxicity
Subdomain3.2 > Pollution of information ecosystem and loss of consensus reality; 1.1 > Unfair discrimination and misrepresentation
Entity3 - Other; 1 - Human
Intent3 - Other
Timing3 - Other; 2 - Post-deployment
CategoryMisinformation Harms
SubcategoryErosion of trust in public information

Merged risk records

Source records unified into this canonical risk concept.

2 recordsView all →

MITRISK-Li2025-66.03.03 - Erosion of trust in public information

"Eroding trust in public information and knowledge"

Domain3. MisinformationSubdomain3.2 > Pollution of information ecosystem and loss of consensus realitySourceA Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World IncidentsYear2025

MITRISK-Weidinger2023-18.02.02 - Erosion of trust in public information

"Eroding trust in public information and knowledge"

Domain1. Discrimination & ToxicitySubdomain1.1 > Unfair discrimination and misrepresentationSourceSociotechnical Safety Evaluation of Generative AI SystemsYear2023

Mitigations

Defenses that may help with related attacks.

No propagated mitigations. No defense is available through the connected attack methods.

Source evidence

Research source for this risk, when available.