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By Francesca Rossi, Member of the High-Level Expert Group on Artificial Intelligence
AI designers and developers hold a vast share of the collective influence of AI. They create systems that will impact millions of people. Ethics must be embedded into the design and development process from the very beginning of AI creation and those ethics must be aligned with the values and ethical principles of a society or the community it affects.
For some time now, IBM’s design team and I have been discussing how to help designers put AI ethics into practice. Last month we published Everyday Ethics for Artificial Intelligence, a digestible and actionable guide for designers and developers, to help them think about several issues in their everyday job of designing and developing a new AI service.
We organized this guide around five main focus areas that align with IBM’s Principles for Trust and Transparency:
1. Accountability: AI designers and developers are responsible for considering AI design, development, decision processes, and outcomes.
2. Value Alignment: AI should be designed with consideration of the norms and values of the user group.
3. Explainability: AI should be designed for humans to easily perceive, detect, and understand its decision process.
4. User Data Rights: AI should be designed to protect user data and preserve the user’s power over access and uses.
5. Fairness: AI should be designed to minimize bias and promote inclusive representation.
Each focus area includes recommended actions, necessary considerations, and questions.
By adopting and practicing the five focus areas covered in this document, designers and developers of AI systems can become more ethically aware, mitigate biases within these systems, add explainability components and instill responsibility and accountability in those who work with AI.
Designers and developers are encouraged to seize opportunities to intentionally put these ideas into practice.
Everyday Ethics for Artificial Intelligence represents the beginning of a conversation: it is an ongoing, interdisciplinary effort. We are releasing the first iteration of the Everyday Ethics guide to allow all who read and use it to comment, critique and participate in all future iterations. You can reach us at edethics@us.ibm.com