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Executive Summary and Strategic Recommendations The deployment of state-of-the-art Large Language Models (LLMs) is fundamentally constrained by their extreme scale, resulting in prohibitive computational costs, vast memory footprints, and limited Read More …
The Cognitive Blueprint: Kahneman’s Dual Process Theory of Mind The discourse surrounding advanced artificial intelligence has increasingly adopted a powerful explanatory framework from cognitive psychology: the dual-process theory of mind, Read More …
Executive Summary The rapid advancement of artificial intelligence (AI) has elevated the challenge of ensuring these systems operate in accordance with human intentions from a theoretical concern to a critical Read More …
The Imperative for Specialization: From General-Purpose GPUs to AI-Centric Accelerators The trajectory of modern artificial intelligence (AI) is inextricably linked to the evolution of the hardware that powers it. For Read More …
I. Introduction to the Post-Silicon Era and the Rise of 2D Materials Defining Two-Dimensional Materials: Beyond the Monolayer The field of materials science has been revolutionized by the advent of Read More …
Section 1: The Frontside Bottleneck: The Physical Limits of Conventional Power Delivery For over half a century, the relentless miniaturization of the transistor, as famously predicted by Moore’s Law, has Read More …
The Quantum Foundation of RSFQ Logic The pursuit of computational power beyond the scaling limits of conventional semiconductor technology has led to the exploration of alternative paradigms. Among the most Read More …
Section 1: Redefining the Architectural Spectrum: Beyond the Binary The contemporary discourse on software architecture has long been dominated by a perceived dichotomy: the legacy Monolith versus the modern Microservice. Read More …
Section 1: The Foundational Dichotomy: Control vs. Agility The contemporary digital enterprise is defined by a central paradox: the simultaneous need for architectural coherence and unprecedented delivery speed. On one Read More …
I. The Agentic AI Paradigm: Foundational Architecture A. Defining the LLM Agent: From Prompt-Response to Goal-Directed Action The field of Artificial Intelligence (AI) is undergoing a pivotal transformation, moving from Read More …