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DATDAT-003 — Data Bias and Fairness OversightsNew

Generative AI Erases and Misappropriates Cultural Identity

3/5Sector: OtherGeography: GlobalStage: OperateIngested:

Executive Summary

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Domain

Data Management

Blindspots in data quality, privacy, bias, lineage, lifecycle, and third-party data dependencies.

Source

MIT AI Risk Repository — A Closer Look at the Existing Risks of Generative AI: Mapping the Who, What, and How of Real-World Incidents (Li2025)

https://airisk.mit.edu/

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