(https://www.cnbc.com/2026/07/16/fireworks-nvidia-cloud-ai-startup-value.html) on *cheaper* AI models isn't a win for the AI ecosystem—it's a warning for vendors betting on full-stack pricing power. The thesis has always been: NVIDIA sells the chips, companies build expensive models on them, Nvidia owns the margin.

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