David Andersen explores how to compactly represent English grammar rules for article usage (a vs. an) using succinct data structures. Starting from a 1252-byte program and progressing through compression techniques, he demonstrates how a trie-based representation reduces the data to 200 bytes, then discusses information-theoretic approaches like LOUDS encoding for optimal compression.