The spread of generative AI tools is causing a range of reactions from fear to excitement. While automation has traditionally been more prevalent in manual tasks, generative AI is now making a big impact in knowledge-based roles such as coding and design. However, there are some non-tech roles that will remain largely unchanged in the short term, including healthcare delivery, service delivery personnel, and customer-facing roles.