●builderThis retrofit approach could inform on-device AI strategies where retraining is infeasible — watch for Pixel API exposure of these capabilities.
●researcherRetrofitting MTP onto frozen models without retraining is a novel architectural constraint worth examining for efficiency gains in other edge deployment scenarios.