In today's political environment, characterised by overlapping, complex problems, including but not limited to the entangled relationship between states and private corporations, especially in the AI industry, ideology has become not merely relevant but urgent to understand.

Many niches are disappearing, forcing graduates to set aside their specialist industries and integrate with those that remain.