Record summary
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Risk profile
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"In contrast to technical AI hazards, socio-technical hazards also require hu- man input related to social and cultural aspects [45]. Human judgment must be employed when deciding on quantification and treatment methods. For instance, AI hazards concerning discrimination and privacy, which are abstract concepts lacking a uniform technical definition, further complicate a clear quantification of the associated risks. Although quantitative methods exist to assess and treat these AI hazards, they require coordination with social and cultural values [27]."
Suggested mitigations
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Source
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Included resource
AI Hazard Management: A Framework for the Systematic Management of Root Causes for AI Risks
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.