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Ethics
This domain is intended to codify ethics-related, often unintentional failure modes, e.g. algorithmic bias, misinformation.
| 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 |