Y LeCun
https://www.facebook.com/share/18ZaQgXtYj/I was reminded of this wonderful, yet apocryphal, quote by developmental psychology pioneer Jean Piaget:
"L'intelligence, ce n'est pas ce que l'on sait, mais ce que l'on fait quand on ne sait pas."
"Intelligence is not what you know, it's what you do when you don't know"
Apparently this is not a real quote but a synthesis of Piaget's positions on the topic. Psychologist John Holt reformulated and popularized it in a 1964 book: "The true test of intelligence is not how much we know how to do, but how we behave when we don't know what to do."
These simple quotes clarify many questions surrounding AI today:
- Why the accumulation of declarative knowledge seems like Intelligence but is not intelligence.
- Why the accumulation of skills seems like intelligence but is not intelligence.
- Why the ability to solve new problems "zero shot" without prior training on said problem is an important metric of intelligence.
- Why intelligence is not a collection of learned skills but an ability to acquire new skills very quickly, with very little or no training.
Our mental model of reality gives us the ability to predict the consequences of our actions, which gives us the ability to plan, which gives us the ability to apprehend new situations without prior training.