Nathan Lambert predicts a shift toward Gemini Flash 3.5 and a surge in American open-source development. He analyzes the tension between open and closed model ecosystems. These projections suggest a tighter power struggle over model weights. Practitioners should monitor how these architectural shifts impact the accessibility of high-performance frontier models.