Inside-Out vs. Outside-In: The Adoption of New Technologies
Charles Broskoski

There are broadly two adoption paths for new computing technologies: inside-out and outside-in. Inside-out technologies are pioneered by established institutions and later proliferate outward to the mainstream. Apple (followed by Google and others) pioneered the modern touchscreen smartphone, university and corporate research labs pioneered machine learning, and big tech companies like Amazon pioneered cloud computing.