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by bmc7505 317 days ago
You could argue that since automatic differentiation and symbolic differentiation are equivalent, [1] symbolic AI did succeed by becoming massively parallelizable, we just needed to scale up the data and hardware in kind.

[1]: https://arxiv.org/pdf/1904.02990