At Build 2026 Microsoft released a dense suite of MAI series self-developed models, covering reasoning, vision, coding, and audio. The strategy is clear: reduce dependence on OpenAI, lower inference cost, and offer a Microsoft-native alternative for enterprise customers. The "efficiency war" framing is Microsoft's positioning — self-developed models optimized for inference cost vs OpenAI's capability-first approach.