[usgroup]

Tsetlin machines have been around for some time:

https://en.wikipedia.org/wiki/Tsetlin_machine

They are discrete, individually interpretable, and can be configured into complicated architectures.

[abecedarius]

This looks like it might be interesting or might not, and I wish it said more in the article itself about why it's cool rather than listing technicalities and types of machines. Do you have a favorite pitch in those dozens of references at the end?

[saberience]

https://www.literal-labs.ai/

These guys are trying to make chips for ML using Tsetlin machines...

[taneq]

For a wiki article, this seems almost deliberately obtuse. What actually is one, in plain language?