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On 21st July 2023, seven major tech giants, including Alphabet Inc (NASDAQ:GOOG), Microsoft Corp (NASDAQ:MSFT), Meta Platforms Inc (NASDAQ:META), and Amazon.com, Inc (NASDAQ:AMZN) pledged a "voluntary. ....
This article presents an emerging architectural hypothesis of the brain as a biological implementation of aUniversal Learning Machine. I present a rough but complete architectural view of how the brain works under the universal learning hypothesis. I also contrast this new viewpoint - which comes from computational neuroscience and machine learning - with the older evolved modularity hypothesis popular in evolutionary psychology and the heuristics and biases literature. These two conceptions of the brain lead toverydifferent predictions for the likely route to AGI, the value of neuroscience, the expected differences between AGI and humans, and thus any consequent safety issues and dependent strategies.
(The image above is from a recentmysterious postto r/machinelearning, probably from a Google project that generates art based on a visualization tool used to inspect the patterns learned by convolutional neural networks. I am especially fon ....