I really think the shortest path to human-level AI is operationalizing the insights in this book:https://www.amazon.com/Surfaces-Essences-Analogy-Fuel-Thinking/dp/0465018475/ …
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Say more about this please.
Of all the mechanisms underlying intelligence, analogy is arguably both the most important and the least appreciated in AI. This book does a masterful job of sussing it out, but it's all qualitative; we need to turn it into algorithms.
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Isn't transfer learning an algorithmic version of analogy in neural networks?
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In a way, but very limited.
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