AI is fast evolving and has been accepted by an increasingly large number of organisations. AI helps in unlocking value from data. IBM Research India focuses on AI initiatives or the use of AI for hybrid cloud or speeding up hybrid cloud. There are three critical areas for AI adoption. One such area is automation of AI itself. It consists of the task of creating, deploying and managing models. The second area is that of trust. Here we have to concentrate upon fairness and bias monitoring . We have to measure and explain the robustness of models. The third area is language or written information in all forms.
IBM deals with the trust aspect by making AI trustworthy, governance-friendly and ethical. Ethical AI goes beyond technology.
There is some research on the quantification of uncertainty — how does the model know what it does not.