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. Researchers at BAIR argue this shift necessitates new data systems built specifically for AI agents. Practitioners must now prioritize architectural efficiency over raw token budgets.