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Yann LeCun is building a classic cognitive architecture, and he makes it differentiable so most components can be trained
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My position/vision/proposal paper is finally available: "A Path Towards Autonomous Machine Intelligence" It is available on OpenReview.net (not arXiv for now) so that people can post reviews, comments, and critiques: openreview.net/forum?id=BZ5a1 1/N
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