Potentially describing how general artificial intelligence will look (hint: it is not a chatbot!), the DeepMind group is solving the “Transfer Learning” bottleneck with PathNet- a network of neural networks, trained using both stochastic gradient descent and a genetic selection method.
The real interesting part will be if they can get a good NLP front end on it so that a human can interact with the neural network network in a human readable/writable form.
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