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> AI based on algorithmic induction tech i.e. not the usual DNN and ML tech everyone calls AI. This is way more interesting if you have a novel approach. Any c
by ColanR 10y ago
> AI based on algorithmic induction tech i.e. not the usual DNN and ML tech everyone calls AI. This is way more interesting if you have a novel approach.
Any chance you can elaborate on what you're talking about here?
- dil8 10y agoI think the OP is referring to algorithmic probability. See [1] R. J. Solomonoff. A formal theory of inductive inference: Parts 1 and 2. Information and Control, 7:1--22 and 224--254, 1964. [2] R. J. Solomonoff. Complexity-based induction systems: Comparisons and convergence theorems. IEEE Transactions on Information Theory, IT-24:422-432, 1978. [3] http://www.scholarpedia.org/article/Algorithmic_probability http://www.scholarpedia.org/article/Algorithmic_probability
- Jzast 10y agoI believe he is referring to AI that can generate new ideas, similar to 'thinking' versus pattern recognition, which is 'I've seen something like that before (during training!).
- derrickdirge 10y agoSo AI that can develop algorithms on its own? Basically AI that can write code?
- mikelevins 10y agoPerhaps he means old-fashioned AI techniques like production-rule systems, knowledge representation, and truth maintenance. If so, and if he's right, that would interest me, since I know how to do those things.