Speculative predictions for 2026 highlight the tension between open and closed model ecosystems. Nathan Lambert anticipates a surge in American open-source development and the release of Gemini Flash 3.5. These shifts suggest a fragmented power struggle over model weights. Practitioners should monitor how open-source parity affects the pricing of proprietary frontier models.