Ethics

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

IDSub-IDNameDescription

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

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