According to Edward Dowd, the AI ecosystem significantly boosts NVIDIA's financial performance both at the top and bottom lines. However, a critical issue persists as NVIDIA's customers are not yet profitable and continuously demand more capital. Dowd raises concerns about whether debt and equity investors might halt their financial support, which could impact NVIDIA's trading dynamics.