How Much Should AI Skills Shape My Career Plan?

AI fluency is becoming a baseline expectation in many fields, but it shouldn't be the only thing driving your plan. Here's how to weigh it properly.
Direct answers to specific admissions and career questions.

AI fluency is becoming a baseline expectation in many fields, but it shouldn't be the only thing driving your plan. Here's how to weigh it properly.

Vague familiarity with a chatbot doesn't hold up under a follow-up question. Here's what makes an AI skill credible.

Fields that are changing aren't the same as fields that are disappearing. Here's how to think about studying a field AI is actively reshaping.

The mentor who was exactly right for one phase isn't automatically right for the next. Here's how to think about what you need at each stage.

Regular contact isn't the same as a relationship that's helping. Here's how to honestly assess whether yours is working.

One deep relationship builds trust fast. Several cover more ground. Here's how to think about the right number for you.

Yes, and the people who do it arrive at university with an advantage that is difficult to catch up on. Here is what building one involves when you are still at school.

Most disappointing mentor relationships are not badly matched, they are mismatched on stage. Here is what you should be asking for at each point in a career.

Admiring a mentor easily slides into imitating one, and imitation quietly wastes what mentoring is for: a mentor's job is to amplify your natural talent, not to produce a copy of themselves.

Culture shock is not a sign you made the wrong choice; it is the normal arc of moving your whole life to a new country. Here is how to move through it, since fighting it rarely works.