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Section 1: Executive Summary The relentless expansion of data generation and processing, catalyzed by the exponential growth of artificial intelligence (AI), machine learning (ML), and hyperscale cloud computing, has pushed Read More …
Executive Summary The deployment of machine learning (ML) models into production has evolved from a niche discipline into a critical business function, demanding infrastructure that is not only scalable and Read More …
Executive Summary The artificial intelligence hardware market is undergoing a strategic fragmentation, moving from the historical dominance of the general-purpose Graphics Processing Unit (GPU) to a new triad of specialized Read More …
Executive Summary The relentless advancement of artificial intelligence (AI) and high-performance computing (HPC) has precipitated a critical inflection point in semiconductor architecture. The computational prowess of modern Graphics Processing Units Read More …
Section 1: Foundational Principles of Vector Data Management The advent of large-scale artificial intelligence has catalyzed a fundamental shift in how data is stored, managed, and queried. The architectural principles Read More …
Executive Summary The rapid proliferation of Large Language Models (LLMs) has catalyzed the emergence of a specialized operational discipline: Large Language Model Operations (LLMOps). While essential for managing the current Read More …