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1. Introduction: The Industrialization of RAG The deployment of Large Language Models (LLMs) in enterprise environments has transitioned from a phase of experimental novelty to one of critical infrastructure development. Read More …
1. Executive Summary The computational trajectory of Large Language Models (LLMs) has reached a critical inflection point in the 2024-2025 timeframe. For nearly a decade, the industry operated under a Read More …
1. Introduction: The Epistemic Crisis in Generative Models The trajectory of Large Language Models (LLMs) has been defined by a relentless pursuit of scale. By ingesting petabytes of text and Read More …
1. Executive Summary: The Shift to Megascale Cognition The trajectory of Large Language Models (LLMs) has undergone a fundamental phase transition in late 2024 and throughout 2025. We have moved Read More …
1. Introduction: The Quadratic Wall and the Imperative for Linearity The trajectory of artificial intelligence over the past decade has been defined, almost exclusively, by the ascendancy of the Transformer Read More …
1. The Inference Efficiency Paradox: Deterministic Hardware in a Stochastic Age The ascendancy of Large Language Models (LLMs) has precipitated a fundamental crisis in the architectural design of machine learning Read More …
1. Executive Summary The artificial intelligence landscape is currently undergoing a fundamental architectural transformation, shifting from composite, modular systems toward unified, native multimodal architectures. For the past decade, multimodal capabilities—the Read More …
1. The Inference Latency Crisis and the Memory Wall The deployment of Large Language Models (LLMs) has fundamentally altered the landscape of artificial intelligence, shifting the primary operational constraint from Read More …
1. Introduction: The Memory Wall and the IO-Aware Paradigm Shift The trajectory of modern artificial intelligence, particularly within the domain of Large Language Models (LLMs), has been defined by a Read More …
1. Executive Summary: The Agentic Pivot of 2025 The trajectory of artificial intelligence has undergone a fundamental phase shift in 2025. The industry has moved decisively beyond the “generative” era—characterized Read More …