Embedding consistency regulation reaches 99.93% language-routing accuracy
A language model can receive an instruction about language, tone or intent before generating text—and still fail to reflect it in the response. In controlled experiments, Embedding Consistency Regulation (ECR) achieved language routing accuracy of 99.93% ± 0.12%, compared with 34–36% for random, shuffled and dummy controls, research by Chung-Wei Victor Yuan reports.