AI Frameworks

AI4People (Atomium - European Institute for Science, Media and Democracy): Ethical Framework for a Good AI Society: Opportunities, Risks, Principles, and Recommendations

AI Now Institute: Algorithmic Impact Assessments: A Practical Framework for Public Agency Accountability

AlgoritmWatch: Ethics and algorithmic processes for decision making and decision support

The Barcelona City Council Open Digitisation Plan

Brown University: A Framework for Making Ethical Decisions

Ethics Canvas

European Commission & ADAPT: EnTIRE (Mapping Normative Frameworks for EThics and Integrity of REsearch)

EU Privacy Seals Project

Judy Goldsmith, Emanuelle Burton:  Why Teaching Ethics to AI Practitioners Is Important, AAAI Conference on Artificial Intelligence
Thirty-First AAAI Conference on Artificial Intelligence, 2017

IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. Ethically Aligned Design: A Vision for Prioritizing Human
Well-being with Autonomous and Intelligent Systems
, Version 2
. IEEE, 2017.

IFTF & Omidyar Network: Ethical OS Framework

Inioluwa Deborah Raji, Andrew Smart, Rebecca N. White, Margaret Mitchell,Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, and Parker Barnes. Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing. In Conference on Fairness, Accountability, and Transparency (FAT* ’20), January 27–30, 2020, Barcelona,Spain .ACM, New York

Integrate.ai: Trusted Signals Engine

Kathy Baxter (Salesforce Research): Building Ethics into AI: Lessons Learned from Pioneers in the Trenches

Markkula Center for Applied Ethics: A Framework for Ethical Decision Making

NIST: A Plan for Federal Engagement in Developing Technical Standards and Related Tools

Personal Data Commission Singapore: A Proposed Model Artificial Intelligence Governance Framework

Singapore Personal Data Protection Commission: A Proposed Model Artificial Intelligence Governance Framework

UK Government: UK Data Ethics Framework

A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity


Alan F. Winfield ; Katina Michael ; Jeremy Pitt ; Vanessa Evers: Machine Ethics: The Design and Governance of Ethical AI and Autonomous Systems, Published in: Proceedings of the IEEE ( Volume: 107 , Issue: 3)

Lighthouse Career Consulting