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On the Measure of Intelligence, François Chollet [1] Fellow HNer seems to have liked a lot of ML paper, this is not breaking the trend. This is a great meta p
by m3at 6y ago
On the Measure of Intelligence, François Chollet [1]
Fellow HNer seems to have liked a lot of ML paper, this is not breaking the trend.
This is a great meta paper questioning the goal of the field itself, and proposing ways to formally evaluate intelligence in a computational sense. Chollet is even ambitious enough to propose a proof of concept benchmark! [2] I also like some out of the box methods people tried to get closer to a solution, like this one combining cellular automata and ML [3]
[1] https://arxiv.org/abs/1911.01547 https://arxiv.org/abs/1911.01547
[2] https://github.com/fchollet/ARC https://github.com/fchollet/ARC
[3] https://www.kaggle.com/arsenynerinovsky/cellular-automata-as-a-language-for-reasoning https://www.kaggle.com/arsenynerinovsky/cellular-automata-as...
- nojvek 6y agoBig fan of Chollet. Really enjoyed the paper. Also a big fan of Hutter prize. Good AGI is lossless compression.