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Purpose-built AI hardware: Smart strategies for scaling infrastructure


Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Enterprises can look forward to new capabilities — and strategic decisions — around the crucial task of creating a solid foundation for AI expansion in 2025. New chips, accelerators, co-processors, servers and other networking and storage […]

New chips, accelerators, co-processors, servers and other networking and storage hardware specially designed for AI promise to ease current shortages and deliver higher performance, expand service variety and availability, and speed time to value. New optimized hardware won’t change the current reality: Do it yourself (DIY) infrastructure for AI is best suited for deep-pocketed enterprises in financial services, pharmaceuticals, healthcare, automotive and other highly competitive and regulated industries. As with general-purpose IT infrastructure, success requires the ability to handle high capital expenses (CAPEX), sophisticated AI operations, staffing and partners with specialty skills, take hits to productivity and take advantage of market opportunities during building.

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