This article explains the Triple Helix model of innovation in plain language for students, and then looks at it more critically using three well-known social science ideas. The Triple_Helix model says that new ideas, products, and industries grow best when three groups overlap and work together: universities, industry, and government. Instead of each group staying in its own lane, they start to borrow each other's roles. A university starts a company; a company runs its own r

Modern artificial intelligence is often presented as a story of algorithms, models, and software. This view is useful, but it is incomplete. #Artificial_Intelligence grows through a wider #Innovation_Ecosystem that includes venture capital, semiconductor design, cloud infrastructure, universities, skilled workers, data providers, regulators, and users. This article studies Accel and NVIDIA as two examples of how different actors support the growth of modern AI. Accel represen