Propelling XNAs to the modern sequencing era. Many modern molecular biology and synthetic biology workflows rely on next generation sequencing for evolution, analysis, and manipulation. However, modern nucleic acid sequencing technology was built for 4-letter DNA, and is therefore unable to read XNA letters. As a general solution, our group is teaching nanopore sequencers how to read XNA letters using advanced machine learning strategies (e.g., neural networks) and 'big-data omic' approaches.