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Executive Summary Artificial Intelligence (AI) is catalyzing a profound paradigm shift in scientific discovery, moving research and development from a paradigm of serendipitous exploration to one of intentional, predictive design. Read More …
Introduction: The Shifting Landscape of Sequence Modeling The field of sequence modeling was fundamentally reshaped in 2017 with the introduction of the Transformer architecture. Its core innovation, the self-attention mechanism, Read More …
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 …