Nathan Lambert predicts the gap between open and closed models will narrow by mid-2026. He focuses on how open-source development cycles iterate faster than proprietary labs. This trend suggests practitioners will rely less on expensive APIs. The analysis remains speculative, offering an educated guess rather than a technical breakthrough or a verified benchmark.