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Jean-Laurent

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  1. RAISE Summit40 min

    The Efficiency Enigma: Can Smarter Software Save Us from Hardware Bottlenecks

    Paul Moscovitch, Jean-Laurent, Stefan, Craig Tavares, Romain Guyett, Jared, Bob

    Industry leaders report that Moore's Law persists through advanced silicon technologies, yet the AI sector faces a critical shift from raw compute scarcity to bottlenecks in memory bandwidth and power efficiency. As data centers transition from training-heavy operations to a 50-50, and eventually 80-20, split favoring inference, organizations are adopting hybrid strategies that pair expensive GPU clusters for training with CPU-based solutions for latency-sensitive edge tasks. Strategic guidance now emphasizes aligning hardware selection with specific workloads while prioritizing novel application development over premature cost optimization.