Business Models

Machine Learning and the Myth of Full Automation For more than a decade, machine learning has been framed as the engine of full automation—an inflection point where software systems would not only assist humans but replace them across knowledge work, logistics, finance, and customer operations. The narrative is compelling: algorithms ingest data, learn patterns, and […]

Media Business Models After Advertising Dominance: The Great Rebalancing of Attention For much of the 20th century and the early digital era, media economics were built on a deceptively simple equation: audience attention → advertising inventory → revenue. That model is now structurally weakening. Not disappearing—but losing its monopoly position as the gravitational center of