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NVDAJuly 12, 2026
Thesis broke

A reason to own NVIDIA just broke.

Helm tested one of the reasons to own NVIDIA against a primary source and recorded what it found. The sentence below is quoted exactly as it was published.

The claim under test

Hyperscaler AI capex keeps growing and NVIDIA keeps the majority of accelerator spend

What the source actually says
Google could lower its AI compute costs by up to 30% using its own processors.
NewsJuly 12, 2026Read the source
Why it matters

This development suggests a potential shift away from NVIDIA's silicon by hyperscalers, which contradicts the pillar.

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