Somehow I have never heard of Tsetlin machines before this. Are you talking about this https://ai.facebook.com/blog/the-first-high-performance-self... result by MetaAI?
https://arxiv.org/abs/2102.10952
EDIT: Missread, I meant this from meta https://arxiv.org/abs/2105.04906 - not sure how much it's productised