Refer to the following heading in the case study, 'A shift to more specialized skills'. "As Al becomes a more integrated part of the workforce, it's unlikely that all human jobs will disappear. Instead, many experts have begun to predict that the workforce will become more specialized. These roles will require a higher amount of that which automation can't (yet) provide - like creativity, problem-solving and qualitative skills: With this statement in mind discuss the TEN (10) manager roles which Mintzberg identifies and provide an example if each role can be substituted using Al