GPT-4 class capabilities now cost under $1 per million tokens, down from $30 in early 2023. This 50x median price decline makes high-level intelligence virtually free for knowledge work. Researchers at BAIR argue this shift necessitates new data systems designed specifically for AI agents. Developers must now prioritize system architecture over raw model cost.