[Naval: Open-source AI Will Not Eliminate the Competitive Advantage of Closed-source Labs] Naval stated that open-source AI models will not threaten the profitability of cutting-edge labs. He believes that high-value fields such as investment, product development, warfare, cybersecurity, and scientific discovery are inherently adversarial and competitive. Open model weights will not erase the competitive advantage of closed-source labs; the continuous infusion of capital, research and development capabilities, and the ability to transform models into practical products and services determine commercial value.