Head-only context injection does not test contextual adaptation
Adding a new conversational feature to a frozen speech backbone and retraining only a shallow classifier is not a valid test of whether that feature helps end-to-end routing. The frozen representation may never expose the new context in a separable form, so the classifier can ign…