The Gemini Flash 3.5 release highlights a shift toward efficiency over raw scale. Nathan Lambert predicts a surge in American open-source development to counter closed-model dominance. These dynamics will likely trigger new power struggles between labs. Practitioners should monitor how the open-closed balance affects deployment costs and model accessibility over the next year.