>In contrast, after my first project as a PhD student, my advisor straight-up told me that I needed to shed the engineering mindset to succeed. Inventing new techniques was the goal, and so you need to adopt a mentality of confronting problems head on (rather than designing the system to avoid confronting them).

That sounds heavenly.