When it comes to automated systems, what are the most crucial capabilities they should have, and what benefits can we expect from them?

One question regarding this section is about the future of careers in the information system field. With AI constantly advancing and other jobs becoming automated. Could this process also be wholly automatic, and how long until people are phased out of this profession? Will incorporating information systems without the proper training and enough staff be more effective or hinder the business? How can the development of more AI software's improve how we use information systems without getting lazy and solely relying on what it feeds?

What type of research method can be done to understand if computer Operating Systems (OS) and Artificial Intelligence (AI) - are able to function at the level of making ‘experientially informed’ decisions or respond at the integrated level that human beings do?

Why does replacing old systems with new ones necessitate such a substantial financial investment and place users at risk?