Ep 6: From AI Winter to Resurgence: The Rise of AI and Support Vector Machines (1980-2010)

In this episode, we continue our exploration of AI's fascinating journey, inspired by Dr. Alok Aggarwal’s book, The Fourth Industrial Revolution & 100 Years of AI (1950-2050). Last time, we covered the rise of AI from the 1950s to the 1970s, uncovering the birth of machine learning, early breakthroughs like perceptrons, and the commercialization phase that led to the first AI winter. Today, we’re picking up where we left off, diving into the period between 1980 and 2010. We’ll explore the Second AI Winter and the resurgence that followed, the rise and fall of expert systems, and the game-changing introduction of support vector machines. This era of setbacks and innovation laid the groundwork for the AI boom we’re experiencing today. Join us as we unpack the challenges, triumphs, and pivotal developments that shaped AI during these critical decades!