"Good answer, but be more specific" gives you nothing to act on. The kind of feedback that moves your interview performance quotes what you said and shows you the gap.

Typing answers into a chatbot won't prepare you for a spoken interview with follow-ups and pressure. What realistic practice looks like, and why most tools miss it.

Staying relevant as a PM comes down to two skills, used on your own work and used to ship AI features. A 12-week plan that keeps them separate, and gets you ready for the interview.

If you don't write code, the specific AI certificate you pick barely matters. What you build with it afterward, and whether you can talk about it in an interview, is what changes your prospects.

Yes, and it's more common than the gatekeeping suggests. Without a degree, the proof shifts from a diploma to a portfolio. What carries the weight, broken down by role, and how to prove you're ready.

You can learn AI for free in 2026. The hard part is choosing one course and applying it before you drown in options. How to pick one, finish it, and turn it into a job offer.