Similar to NNs in that it can perform complex machine learning training, Tsetlin is an alternative approach that offers significant current and future benefits over other AI architectures such as speed, energy efficiency, and explainability.
Tsetlin-based AI is based on propositional logic, rather than biology, making it more efficient, speeding up inferencing and computationally less complex, and therefore less energy-intensive.