Record summary
A quick snapshot of what this page covers.
Risk profile
How this risk is described and categorized.
"The third class encompasses procedural AI hazards. These pertain to issues arising from processes and actions made by individuals involved in the develop- ment process. Such hazards are not readily quantifiable and necessitate alter- native mitigation strategies. An example of such an AI hazard would be ”poor model design choices,” which could be expressed, for instance, through a devel- oper’s decision to select an unsuitable AI model for a given problem. Due to the challenges in quantifying and mitigating these issues, qualitative approaches must be employed. In the case of the aforementioned example, a potential strat- egy might involve requiring the AI developer to provide a documented rationale for their choice."
Suggested mitigations
Defenses that may help with related attacks.
Source
Research source for this risk, when available.
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.