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1. Introduction: The Genesis and Evolution of Automated Architecture Design 1.1. From Manual Artistry to Algorithmic Discovery: The Motivation for NAS The rapid advancements in deep learning over the past Read More …
Executive Summary The field of artificial intelligence is undergoing a profound transformation, driven by the emergence of Large Language Models (LLMs) capable of processing context windows exceeding one million tokens. Read More …
1. Executive Summary 1.1. Strategic Synopsis The advent of multimodal foundation models (FMs) represents a profound paradigm shift in artificial intelligence, moving beyond the capabilities of single-modality systems to enable Read More …
Executive Summary The global industrial landscape is undergoing a profound digital transformation, collectively known as Industry 4.0. This evolution, characterized by the integration of cyber-physical systems, autonomous robotics, and edge Read More …
Executive Summary The landscape of wireless local area networking (WLAN) is undergoing a paradigm shift, moving beyond the singular pursuit of higher peak data rates to embrace a more holistic Read More …
Part I: Foundational Principles of Sparse Architectures Section 1: Introduction – The Scaling Imperative and the Rise of Conditional Computation The trajectory of progress in large language models (LLMs) has Read More …
Executive Summary The relentless expansion of data-intensive applications, particularly in artificial intelligence (AI), high-performance computing (HPC), and hyperscale data centers, has pushed traditional electrical interconnects to their fundamental physical limits. Read More …
Section 1: Introduction: The Quest for Deliberate Reasoning in Language Models 1.1 The Limitations of Autoregressive Generation for Complex Problems Large Language Models (LLMs) have demonstrated remarkable capabilities in generating Read More …
Executive Summary This report provides an exhaustive analysis of three leading AI-powered code generation models—GitHub Copilot, CodeT5, and StarCoder2—to inform strategic decision-making for technical leadership in enterprise software development. The Read More …
Section 1: The Foundation Model Paradigm: A New Architecture for Intelligence The field of artificial intelligence (AI) is undergoing a fundamental transformation, moving away from an era of narrow specialization Read More …