Career Focused Ai Education Wander

Why Career-Focused AI Education Matters More Than a General Degree

When I started teaching at a small polytechnic in the late 2000s, the word "artificial intelligence" still felt like science fiction to most students. They wanted to study business or marketing, the safe bets. Now, every single one of those fields runs on AI tools, and the students who wish they had paid attention are the ones scrambling for certificates. That shift did not happen overnight, but it has reshaped how we think about education and employability. A general degree