Envisioning LogoEnvisioning
HomeServicesWorkSignalsVocabAbout
Vocab
1092 entries
GridGraphSunflowerInfo

Kate Crawford

(7 articles)
Fairness-Aware Machine Learning
2012

Fairness-Aware Machine Learning

Focuses on developing algorithms that ensure equitable treatment and outcomes across different demographic groups.

Generality: 797

Black Box Problem
2016

Black Box Problem

The difficulty in understanding and interpreting how an AI system, particularly ML models, makes decisions.

Generality: 850

Ethical AI
2016

Ethical AI

Practice of creating AI technologies that follow clearly defined ethical guidelines and principles to benefit society while minimizing harm.

Generality: 830

AI Governance
2016

AI Governance

Set of policies, principles, and practices that guide the ethical development, deployment, and regulation of artificial intelligence technologies.

Generality: 860

Algorithmic Bias
2016

Algorithmic Bias

Systematic and unfair discrimination embedded in the outcomes of algorithms, often reflecting prejudices present in the training data or design process.

Generality: 863

Responsible AI
2016

Responsible AI

Application of AI in a manner that is transparent, unbiased, and respects user privacy and value.

Generality: 815

De-Biasing
2018

De-Biasing

Methods and practices used to reduce or eliminate biases in AI systems, aiming to make the systems more fair, equitable, and representative of diverse populations.

Generality: 775