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by eli_gottlieb
3257 days ago
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>Shouldn't imagination and planning be observed spontaneously as emergent properties of a sufficiently complex neural network? No! There's never been any scientific guarantee that "sufficiently complex" neural networks will give rise to anything in specific as an "emergent property", let alone human cognitive abilities like imagination and planning. >how do we know that we are on the right track to beyond human levels of cognition, and not just building "one-trick networks"? Steps to write a deep learning paper (from the Cynic's Guide to Artificial Intelligence): 1) Use a training set orders of magnitude larger than a human could learn from, build a one-trick network that gets superhuman performance on its one trick of a task. 2) Hype it up. 3) Research funding and/or profit and/or world domination! (World domination has never been supplied when requested.) |
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