1. Never, because AI was not created to replace us, instead it's created to help us, as other emerging technologies did. - When calculator were created, there was same hype that it would replace mathematicians, but it makes the task easier - When high-level programming languages were developed, there was similar hype, but it increased the number of programmers. 2. Maybe you thought about web development or app development, but the world won't be digitalized without a programmer, also you gotta be better from others The fittest will survive. 3. First, identify your passion, and there are several roadmaps that will show you If you need help, drop your username and I'll help in any way I can.