AI exposure measures estimate where AI capabilities overlap with a job's tasks. They do not directly measure whether an employer will adopt a tool, whether the change makes economic sense, or how demand for that occupation will respond.
Comparisons also differ across studies. Some focus on language-based software while others look more broadly at cognitive, social and physical demands.
RoleOak takeaway: treat exposure as a reason to examine your tasks and develop new skills, not as an individual redundancy prediction.