Nvidia’s move from GPUs into CPUs, with a market worth 200 billion, is tempting—but when it teams up with Microsoft, Dell, and HP to go after the “AI agent” playbook, is this ecosystem expansion or just hardware in-fighting? Once the real devices are out, we can finally let the efficiency-per-watt numbers do the talking.

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