@rajistics: AI is starting to outperform humans in surprising places: ad creative, systems optimization, even algorithm design. But look closer and a pattern emerges. AI wins after a human defines the objective, constraints, and evaluation loop. This video breaks down where AI takes over, where it can’t, and why problem framing is still a human job. Inspired by: Barbarians at the Gate: How AI Is Upending Systems Research (more on my reddit post)