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    RAM Thesis

    March 23, 2026
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    Core thesis: AI developer tools (Claude Code, Cursor, Copilot, local LLMs) are creating a secular demand shift for dramatically more RAM per device. 16GB is no longer enough. 64GB is the new baseline for power users. This drives demand

    Thesis that AI dev tools are driving a secular demand shift to more RAM per device (64GB as the new power-user baseline).