"The brain is not a blank slate" is not a valid argument against ML as the path to human-level AI, because evolution is also a learning algorithm.
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It is not clear that various learning algorithms used in ML are up to the task. For an obvious limitation, almost all DNNs only learn though changing connection weights, where evolution is not so restricted. And indeed, evolution has produced neurons that are very diverse.
We have tons of algorithms that learn structure, including genetic algorithms that mimic evolution.
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It genetic algorithms are used to build structure that that supervised and unsupervised learning build on then I don’t think pinker et al would disagree. That is a far cry from standard end to end learning that is being criticised.
Kiitos. Käytämme tätä aikajanasi parantamiseen. KumoaKumoa
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