Recent discussions highlight the narrowing performance gap between open and closed models. Florian Brand examines the impact of distillation on newer releases like Kimi K3 and Qwen 3.8. These technical shifts allow smaller models to mimic frontier capabilities. Practitioners should monitor how distillation affects the quality of synthetic training data for future iterations.