History of artificial intelligence - Topics

Why the first AI winter followed such confident predictions Was the connectionist vs symbolic split really a fight about philosophy Expert systems: MYCIN and the knowledge acquisition bottleneck How cybernetics lost its place in the AI origin story The perceptron controversy and why Minsky's critique set the field back What archival sources exist for studying early AI laboratory life Why fuzzy logic fell out of fashion in AI textbooks Oral history projects that captured the first generation of AI researchers What actually happened at the 1956 Dartmouth workshop The role of government reports in defining what counted as AI research Why the field keeps rediscovering ideas from the 1960s How historians judge the AI winters differently from the researchers who lived them The recurring dream of general problem solving from GPS to modern agents How logicism gave way to statistical learning as the dominant paradigm How much weight should Turing's 1950 paper carry in AI's origin story How the feud between symbolic and connectionist pioneers shaped careers Why the history of AI is usually written by its winners