UnifiedDB is a machine‑readable encoding of the RISC‑V specification that enables automated generation of documentation, simulators, toolchain support, and certification tooling. We summarize recent accomplishments, including adoption within RISC‑V certification workflows, its role as the authoritative store for architectural parameters, and its maturation into stable, shared specification infrastructure backed by robust continuous integration and validation capabilities. In addition to summarizing technical stabilization and growing community use, the talk outlines a forward‑looking roadmap centered on lowering contribution barriers through new interaction models, including AI‑assisted specification development, while preserving architectural rigor.