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OpenAI and other AI labs forming dedicated deployment companies; shift toward centralized, top-down AI implementation infrastructure rather than distributed models.
Agentic AI inference shifting optimization priorities away from speed toward other metrics, reshaping compute infrastructure design as human involvement decreases.
AI data-center demand driving hard drive shortage, raising archival costs for Internet Archive, Wikimedia, and independent archivists.