AI productivity boom and ethical risks

AI is rapidly automating and accelerating work—enabling agent-driven developer workflows, faster security testing, prototype-first product cycles, and even rapid business creation. Simultaneously, widespread deployment raises ethics, accuracy, and governance concerns—from flawed "AI detector" false positives to surveillance in education—requiring robust human oversight.