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Comma.ai relies on Qualcomm Snapdragon 821 chipset for core hardware; future upgrades to higher-cost silicon planned

George Hotz· Comma.ai· Robotics· 2026-06-27· about Qualcomm (QCOM)
the current hardware is a Snapdragon 821. Uh it has a Wi-Fi radio, it has an LTE radio, it has a screen. Uh we use every part of the cell phone.

Why it matters

Comma.ai's Comma 2 device is built on mature Snapdragon silicon, but future hardware iterations may require higher-end processors, creating upstream demand signal for Qualcomm and potential bottleneck if supply constraints emerge.

Investment implication

Qualcomm benefits from steady demand for automotive-grade SoCs from emerging autonomous vehicle vendors; however, reliance on mobile SoC architecture may limit scaling if edge AI compute requirements increase dramatically.

Source

#132 – George Hotz: Hacking the Simulation & Learning to Drive with Neural Nets (YouTube)
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