DATDAT-003 — Data Bias and Fairness Oversights
Demeaning social groups — case from Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
4/5Sector: OtherGeography: GlobalStage: OperateIngested: —
Executive Summary
Demeaning of social groups to occur when they are when they are “cast as being lower status and less deserving of respect"... discourses, images, and language used to marginalize or oppress a social group...
Domain
Data Management
Blindspots in data quality, privacy, bias, lineage, lifecycle, and third-party data dependencies.
Source
MIT AI Risk Repository — Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction (Shelby2023) ↗https://airisk.mit.edu/
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