Benefits/entitlements loss
AI Risk"Benefits/entitlements loss - Denial or or loss of access to welfare benefits, pensions, housing, etc due to the malfunction, use or abuse of a technology system."
Overview
A source-backed snapshot of this AI risk.
Risk profile
How the MIT AI Risk Repository categorizes this risk.
Merged risk records
Source records unified into this canonical risk concept.
MITRISK-Abercrombie2024-58.06.01 - Benefits/entitlements loss
"Benefits/entitlements loss - Denial or or loss of access to welfare benefits, pensions, housing, etc due to the malfunction, use or abuse of a technology system."
MITRISK-Li2025-66.10.02 - Benefits / entitlements loss
"Denial of or loss of access to welfare benefits, pensions, housing, etc due to the malfunction, use or misuse of a technology system"
Mitigations
Defenses that may help with related attacks.
Source evidence
Research source for this risk, when available.
Included resource
A Collaborative, Human-Centred Taxonomy of AI, Algorithmic, and Automation Harms
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.