- What is AI
- Why is AI important
- Current Applications of AI
- Ethics and hazards associated with AI
THE RESPONSIBLE AI
Needs to be ethically sound and complies with regulations
Foundation of end-to-end governance
Supported by strong performance that address’s bias and fairness; explainability and robust security.
FIVE KEY AI CHALLENGES:
Governance:
Who is accountable?
Does AI align with the business strategy?
What controls need to be in place to track performance and problems?
Are the results consistent and reproducible?
Ethics and Regulation
AI solutions should be morally responsible and legally and ethically defensible.
Explainability
AI should be easily explain to members of the organization, shareholders, outside reviewers and
consumers.
Robust and secure
AI systems need to be safe resilient and secure.
Fairness
Must be fair without bias