At the top sit the AI models consumers and enterprises use. This is the most competitive layer — but concentration is increasing as training costs soar into the billions.

Global AI investment hit $202 billion in 2025. China's DeepSeek demonstrated competitive models at significantly lower cost, showing alternative approaches are possible.