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Commentary: DeepSeek reframes AI competition around efficiency, not scale

When DeepSeek unveiled its V4 model, it ended with a line from ancient Chinese thinker Xunzi: ignore applause and criticism, and focus on doing things the right way. In today’s AI context, the message reads less like philosophy and more like positioning.