Understanding the Language of Ethical and Responsible AI
In the fast-moving world of artificial intelligence, language matters. Terms like "bias," "transparency," and "governance" are often used — but not always clearly understood. At the AI Coalition Network, we believe that everyone should have access to plain-language definitions that make ethical AI more approachable, not more complicated.
Whether you're a policymaker, developer, legal professional, student, or concerned citizen, this glossary is designed to help you speak the language of responsible innovation with clarity, confidence, and context.
📘 Why a Glossary Matters
Ethical AI isn’t just a technical issue — it’s legal, social, and human. Misunderstanding key concepts can lead to:
- Misinformed decisions about technology adoption
- Misalignment between development and regulation
- Missed opportunities for collaboration and innovation
Our glossary bridges the gap between technical jargon and real-world understanding, so that ethical standards can be applied — not just admired.
📚 What You’ll Find Here
The AI Ethics Glossary is a living resource that includes:
- Key terms and principles used in ethical AI conversations
- Real-world examples and use cases for each term
- Legal and policy relevance where applicable
- Clear explanations, free of academic or overly technical language
- Regular updates as laws, technology, and norms evolve
All definitions are reviewed by subject matter experts across AI, law, ethics, and policy — ensuring a balance of precision and accessibility.
🧠 Sample Terms You'll Learn
- Algorithmic Bias
When an AI system produces unfair or prejudiced results due to flawed data, design, or assumptions. - Explainability
The ability for humans to understand how an AI system makes decisions — especially important for trust and accountability. - Data Minimization
A legal and ethical principle that limits data collection to only what is necessary for a specific purpose. - Autonomy
A human right that can be impacted by AI systems that make decisions on behalf of users without meaningful consent. - AI Governance
The systems, policies, and oversight mechanisms used to ensure AI is developed and deployed responsibly.
⚖️ Legally Informed, Publicly Accessible
Our glossary aligns with emerging global regulations and ethical frameworks, including:
- GDPR (General Data Protection Regulation)
- EU AI Act
- U.S. AI Bill of Rights
- OECD and UNESCO AI Guidelines
We aim to support not just understanding, but compliance, advocacy, and equity.
🔄 A Living Document
Technology and laws change — and so will this glossary. Members of the AI Coalition Network have the opportunity to:
- Suggest new terms
- Contribute updated definitions
- Provide context from specific industries or regions
- Join our Glossary Working Group