When the tools that should accelerate the correction of wrong beliefs are the same tools being used to accelerate the production of 7 false evidence. Introduced in the essay as the defining dynamic of 2026: whether correction wins or entrenchment wins depends on choices being made right now about the integrity of the systems we use to determine what's true