AI outputs vary because confidence varies. Corroboration and entity optimization turn inconsistent AI visibility into consistent presence.
In the 1980s, I had lived through the first iteration of affirmative action. I was a second generation son of a Filipino immigrant of the 1920s. I still hadn’t processed that fully. My politics were ...