Now there’s a replicable open‑source stack to scale across different polities and cultures. Consensus statements translate across languages in seconds with little semantic loss. Taiwan is no longer the largest polity doing digital democracy at scale: California has engaged (we’re wrapping up “wildfire recovery” and moving to “government efficiency”); Japan has leaders like Takahiro Anno as I mentioned. Both are larger than Taiwan and similarly wealthy. Until a few years ago, outside of Taiwan’s case, practically all cases of institutionalized digital democracy were at the city-scale: Barcelona, Madrid, Reykjavik, London. All good case studies, but none were larger than Taiwan in terms of population. Now with language learning models, we are now seeing larger polities scaling digital democracy without incurring extra burden regarding time or risk on their respective public servants. With the Napolitan Institute, I believe Google Jigsaw is running broad‑listening exercises in each U.S. congressional district—the largest polity yet to try AI‑assisted sense‑making.