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I use PyKnow which is based on CLIPS!!

Is the resurgence of expert systems finally a thing after statistics-all-the-things fatigue?!

The new hotness is combining both so that your NN doesn't think an upside down school bus in a field is a rectangular flower, or a lamb in a child's arms is actually a cat.

Haha so true. When trying to communicate this historical cycle to people I have been referring to this deck lately: https://www.darpa.mil/attachments/AIFull.pdf

Can't wait till marketing folks run with "3rd wave AI".

Ever try Pyke? It handles backwards chaining.

http://pyke.sourceforge.net/index.html

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