The Two-Block KIEU TOC Architecture is a innovative architecture for constructing artificial intelligence models. It features two distinct modules: an encoder and a decoder. The encoder is responsible for analyzing the input data, while the decoder produces the output. This separation of tasks allows for optimized performance in a variety of tasks.