Arvind Ayyala's path into venture is unusual—he worked on Singapore's economic development strategy, was posted to Mumbai, and later helped run North America investing for EDBI, on top of earlier stints in chemical engineering, an overseas venture program, and even service as a combat sergeant. He's also built a public voice around breaking down AI's real operating constraints through essays like "The Cost of Intelligence" and a podcast made for operators, UNPAK3D, giving him a rare mix of policy background, hands-on operator focus, and analytical writing not typical of most growth investors.