The InfoQ Podcast

Generally AI - Season 2 - Episode 3: Surviving the AI Winter

Oct 16, 2024
Dive into the intriguing cycles of AI's history, from early neural networks to the possibility of future AI winters. Discover the pivotal role of the A* algorithm in navigation and gaming, and its lasting impact on AI development. Hear reflections on the connections between classic sci-fi themes and today's technology, highlighting the foresight of authors like Heinlein. The conversation highlights both the challenges and breakthroughs that have shaped artificial intelligence, making it a compelling exploration of past, present, and future innovations.
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ANECDOTE

Summer Vision Project

  • In 1966, Seymour Papert aimed to create a visual system for pattern recognition during the Summer Vision Project.
  • This project inspired the name for Lego Mindstorms robotics kits.
INSIGHT

AI Winter

  • Early AI research explored various technologies, including neural networks, symbolic logic, and search trees.
  • Funding cuts and unmet expectations led to the first AI winter.
ANECDOTE

Backpropagation

  • Despite funding cuts during the AI winter, some researchers continued working with perceptrons and neural networks.
  • The development of backpropagation in 1985 revived interest in neural networks.
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