Why Deep Neural Networks May Not Take Us Towards Artificial General Intelligence?
Neural networks are sure a significant leap in AI. But that doesn't mean we're close to AGI yet.
Artificial general intelligence (AGI) requires more than just finding optimal solutions. Everything neural networks do at the moment is that; optimizing the cost.
Thinking machines are far away from this approach. Our children learn to think not by optimizing. They learn by creating a mental model of the world and drawing inferences.
Learn more about the gap between Deep neural networks and AGI.
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