We're launching a Kaggle competition on the Abstraction & Reasoning Corpus (ARC)! 3 months duration, $20,000 in prizes. Good luck :)https://www.kaggle.com/c/abstraction-and-reasoning-challenge/overview …
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ARC is a set of IQ-like tasks that: 1) don't reuse knowledge other than "Core Knowledge" (basic set of knowledge primitives that even v. young children possess) 2) Are readily solvable by humans, without training or instructions 3) Are out of reach for current AI... or are they?
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I hope this challenge will help the rise of alternative approaches to program synthesis that leverage human cognitive priors & focus on abstraction & generalization -- instead of the usual "learn the manifold of the data using a dense sampling of it, then do local interpolation".
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Very laudable goal! You know what else would help "the rise of alternative approaches"? Actually citing and crediting contemporary peer reviewed work that "leverage human cognitive priors & focus on abstraction and generalization". https://www.vicarious.com/2019/01/18/a-thought-is-a-program/ …
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Maybe you should run an alternative contest!
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