2 Identify Guiding Principles for Responsible AI
While AI can do some amazing things, it also has the potential to be part of truly terrible things—which is exactly what this chapter will try to address.
How do we (as practitioners, developers, and consumers) protect against either intentional or unintentional malicious manipulation? Microsoft, for its part, has developed a set of six principles for the responsible development and implementation of AI-based solutions.
Microsoft has termed these principles its Guiding Principles for Responsible AI.
The objectives and skills we’ll cover in this chapter include:
- Describe considerations for accountability
- Describe considerations for inclusiveness
- Describe considerations for reliability and safety
- Describe considerations for fairness
- Describe considerations for transparency
- Describe considerations for privacy and security
These principles are divided into two categories or perspectives: ethical and explainable. We’ll...
