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GPU and memory pricing pressure will remain elevated through the rest of 2026, and retailers will keep using bundle-heavy tactics to move inventory as the shortage persists.

This is the clearest consumer-facing symptom of the AI hardware boom. Memory scarcity is no longer just an enterprise procurement issue; it is distorting retail bundles, upgrade decisions and GPU pricing worldwide.