The Window Is Closing: Spend $1200 on Yourself Before AI Pricing Catches Up

The developers who use the current cheap-access era to become AI-native will keep accelerating when the pricing resets. The ones who wait will not catch up. The number that started this for me In March 2026, on the last day of NVIDIA GTC, Jason Calacanis asked Jensen Huang on the All-In Podcast whether NVIDIA was spending around $2 billion a year on AI tokens for its own engineering team. Huang's answer is the line that has been rattling around in my head for two months: "Let's say you have a so