Andrej Karpathy on the visionary AI in Tesla's autonomous driving
The Robot Brains Podcast
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Neural Networks - Why Variability Makes It Hard?
Deep learning systems are made up of neurons like your brain. These neural networks, again, it's better to think of them as a mathematical function with a lot of free parameters,. 60 million knobs that must be set to get the correct behavior. So the neural net is implementing a completely random function. It's doing completely random things. And it's starting basically from scratch.
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