Nathan Lambert forecasts a surge in American open-source development and the release of Gemini Flash 3.5. He analyzes the tension between open and closed model ecosystems. These shifts will likely force researchers to pivot their training strategies. This speculative outlook provides a roadmap for tracking future model capabilities and power struggles.