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1/Yes, more research on hybrid neuro symbolic systems. Learning multitask embeddings for both symbolic reasoning+function fitting in recursive networks with external differentiable memory. This achieves extrapolation to harder examples beyond its training https://arxiv.org/abs/1911.01545 https://twitter.com/ylecun/status/1201233472989356032 …
2/@GaryMarcus makes valuable points on shortcomings of #DeepLearning and deflating media hype. We should move beyond personal attacks. Toxic culture in #AI silences marginalized voices. I sincerely hope our #AI leaders set a good example in having respectful intellectual debates.
3/#AI leaders have mega microphones on social media. Should use it responsibly. Narcissistic to have large no. of followers and not bother to follow anyone. Should not be boasting about their Kardashian index. There is no index for wisdom+civility. How do we fix broken culture?
Thanks for summarizing this well! I'm trying hard to make an opinion about the whole thing and it doesn't help to just invoke ad-hominem. I find these debates fruitful, hopefully they are respectful. PS: thanks for the arxiv link!,
Agreed. The ad-hominem attacks should really stop.
Its like they're debating religion or something (which is ironic for people who hate it so much). People should be able to healthily criticize specific approaches. I for one have learned a lot from the people who have critiqued some of my papers.
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