Responsible AI Programs To Follow And Implement-- Breakout Year 2021

Responsible usage of AI is growing extensively since 2017 and 2021 will see expansion fully into the operationalization of AI ethical principles, frameworks, and policies. Operationalization defined as taking principles into useful practice and thus requiring prioritization for businesses. The challenge is focusing on the top initiatives which I will identify in this article. In my pro bono contributions across 100 global programs with non-profits, I am seeing businesses are still challenged in moving from proof-of-concept responsible AI applications, within one business unit, to scaling across the enterprise. With more than 300 AI principles, frameworks, policy, and regulatory initiatives--businesses must keep current of the top contenders as AI usage grows.