There’s a growing trend in AI-driven products that encourages users to delegate tasks entirely, from drafting critical emails to applying for jobs, without meaningful human oversight. While automation once held the noble promise of removing repetitive and mundane tasks, we’re now facing a shift into deeper waters, where tasks inherently requiring subtlety, judgment, and genuine…

By the early 2010s, something began to change. Quietly at first, almost imperceptibly. Global test scores in reading, math, and science, especially among teenagers, started to slide. Not as a momentary dip, but as a steady, measurable trend playing out across developed nations (OECD PISA 2023). At the same time, computing power kept accelerating. Our…