AI 101

The Rise of Mixture-of-Experts: How Sparse AI Models Are Shaping the Way forward for Machine Learning

Mixture-of-Experts (MoE) models are revolutionizing the best way we scale AI. By activating only a subset of a model’s components at any given time, MoEs offer a novel approach to managing the trade-off between...

Neural Processing Units (NPUs): The Driving Force Behind Next-Generation AI and Computing

Just as GPUs once eclipsed CPUs for AI workloads, Neural Processing Units (NPUs) are set to challenge GPUs by delivering even faster, more efficient performance—especially for generative AI, where massive real-time processing must occur...

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