DATDAT-002 — Data Privacy and Protection Failures
Generative AI Systems Leak Personal and Proprietary Data in Outputs
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Generative AI tools reproduce personal information and commercially sensitive material in their outputs, including business data submitted by employees. Organisations have responded by banning staff use entirely, creating productivity risk and uneven governance across industries.
Domain
Data Management
Blindspots in data quality, privacy, bias, lineage, lifecycle, and third-party data dependencies.
Source
MIT AI Risk Repository — Generating Harms - Generative AI's impact and paths forwards (EPIC2023) ↗https://airisk.mit.edu/
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