GPT-4 class capabilities now cost under $1 per million tokens, down from $30 in early 2023. This median 50x price drop makes high-level intelligence virtually free. Researchers at BAIR argue this shift necessitates new data systems designed specifically for AI agents. Practitioners must now optimize for agentic workflows rather than token costs.