ABSTRACT
Industry leaders will work with regulators to help codify rules and limitations on augmented intelligence systems. With the advance of augmented intelligence into more domains, there will be a greater need for regulatory, governance, and ethical frameworks. Most likely, the largest category of all will be the jobs that are transformed via augmented intelligence, resulting in a far different mix of tasks than ever before. The augmented intelligence system will be able to judge which areas the student needs additional help in and will guide the learning process. One of the issues that organizations have to grapple with is the need to move sensitive data outside of their organization in order to execute machine learning models. New techniques will emerge that make using data to create new models faster and more efficient. One of the most complex tasks for organizations is to have enough of the right data to accurately train a model.
