Ethics
Last updated
Last updated
This domain is intended to codify ethics-related, often unintentional failure modes, e.g. algorithmic bias, misinformation.
ID | Sub-ID | Name | Description |
---|---|---|---|
E0100
Bias/Discrimination
Concerns of algorithms propagating societal bias
E0101
Group fairness
Fairness towards specific groups of people
E0102
Individual fairness
Fairness in treating similar individuals
E0200
Explainability
Ability to explain decisions made by AI
E0201
Global explanations
Explain overall functionality
E0202
Local explanations
Explain specific decisions
E0300
User actions
Perpetuating/causing/being affected by negative user actions
E0301
Toxicity
Users hostile towards other users
E0302
Polarization/ Exclusion
User behavior skewed in a significant direction
E0400
Misinformation
Perpetuating/causing the spread of falsehoods
E0401
Deliberative Misinformation
Generated by individuals., e.g. vaccine disinformation
E0402
Generative Misinformation
Generated algorithmically, e.g. Deep Fakes