The Association for the Advancement of Artificial Intelligence, known as AAAI, is the oldest of the major AI scientific societies. Its about page describes it as “the premier scientific society dedicated to advancing the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines.” It was founded in 1979, and was originally called the American Association for Artificial Intelligence before adopting its current name.
AAAI was created in the symbolic-AI era, and its early leadership reads like a roster of the founding generation: figures including John McCarthy, Marvin Minsky, Allen Newell, and Edward Feigenbaum served as presidents. The first AAAI conference was held in 1980 at Stanford University, and the AAAI Conference on Artificial Intelligence has run annually since, making it the longest-running broad AI conference in the world.
Where NeurIPS, ICML, and ICLR grew up around statistical machine learning and neural networks, AAAI historically spanned the whole field, including knowledge representation, planning, search, reasoning, and natural language. Its meetings and the AI Magazine it publishes are part of the institutional memory of AI, including primary records of episodes such as the debates over expert systems and the “AI winter” funding collapses.
Why business readers should care: AAAI’s long history is a reminder that AI is not a single 2010s phenomenon but a discipline with decades of cycles, and its broad scope still covers the symbolic and planning techniques that complement today’s neural systems.