Nathan Lambert predicts the gap between open and closed models will shrink by mid-2026. He argues that Llama and similar releases will commoditize frontier capabilities. This trend shifts the competitive advantage from raw model power to specialized data and agentic workflows. Practitioners should prioritize integration over chasing the latest proprietary API.