We explore the widening gap between professional titles and actual competence, examining Vlad Derdeicea’s argument that AI is compressing execution work while Pavel Samsonov warns we’re using it as a "calorie-free" substitute for trust. As Christopher Noessel urges us to focus on human controls rather than backend algorithms, we untangle how this shift is blurring role boundaries and turning hiring into a test of survival rather than fit.
