MIT AI Risk Repository · domain 4: Malicious actors

4.1 Disinformation, surveillance, and influence at scale

Using AI systems to conduct large-scale disinformation campaigns, malicious surveillance, or targeted and sophisticated automated censorship and propaganda, with the aim to manipulate political processes, public opinion and behavior.

Risk entries
84
Frameworks citing it
12
Recorded incidents
138
Incidents since 2020
132
Causal entity (risk entries)
Causal entity (risk entries) 59 0 Human: 59 Human 59 Other: 14 Other 14 AI: 9 AI 9 Not coded: 2 Not coded 2
Causal entity (risk entries)
LabelValue
Human59
Other14
AI9
Not coded2
Intent (risk entries)
Intent (risk entries) 73 0 Intentional: 73 Intentional 73 Other: 9 Other 9 Not coded: 2 Not coded 2
Intent (risk entries)
LabelValue
Intentional73
Other9
Not coded2
Timing (risk entries)
Timing (risk entries) 74 0 Post-deployment: 74 Post-deployment 74 Other: 8 Other 8 Not coded: 2 Not coded 2
Timing (risk entries)
LabelValue
Post-deployment74
Other8
Not coded2
Recorded incidents per yearIncident date; current year partial
Recorded incidents per year 50 0 2015: 2 2015 2 2016: 1 2016 1 2017: 1 2017 1 2019: 2 2019 2 2020: 6 2020 6 2021: 3 2021 3 2022: 6 2022 6 2023: 21 2023 21 2024: 50 2024 50 2025: 38 2025 38 2026: 8 2026 8
Recorded incidents per year
LabelValue
20152
20161
20171
20192
20206
20213
20226
202321
202450
202538
20268
Entries by levelRisk categories, subcategories and additional evidence coded to this subdomain
Entries by level 74 0 Risk Category: 10 Risk Category 10 Risk Sub-Category: 74 Risk Sub-Category 74
Entries by level
LabelValue
Risk Category10
Risk Sub-Category74