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The New Industrial Paradigm: Defining IT, OT, and IoT The convergence of Information Technology (IT), Operational Technology (OT), and the Internet of Things (IoT) is reshaping the global industrial and Read More …
Part I: The Foundation – From Pre-Training to Specialization The evaluation of a fine-tuned Large Language Model (LLM) is intrinsically linked to the purpose and process of its creation. Understanding Read More …
Part 1: The Alignment Problem: From Next-Word Prediction to Instruction Following 1.1 Executive Summary: The Alignment Trajectory The development of capable and safe Large Language Models (LLMs) follows a well-defined, Read More …
Part I: Foundational Principles of Horizontal Scaling Section 1: The Monolithic Barrier: Understanding the Limits of Vertical Scaling In the lifecycle of a growing application, the database is often the Read More …
Section 1: An Introduction to High-Performance RPC 1.1. Defining the Modern RPC Framework: gRPC gRPC (General Remote Procedure Call) is a modern, open-source, high-performance Remote Procedure Call (RPC) framework that Read More …
The Imperative for Dynamic Discovery in Microservice Architectures The transition from monolithic to microservice architectures represents a fundamental paradigm shift in how applications are designed, deployed, and managed. This shift Read More …
The Imperative for Model Efficiency: An Introduction to Quantization The Challenge of Large-Scale Models: Computational and Memory Demands The field of deep learning has been characterized by a relentless pursuit Read More …
Part I: The Foundational Language of Integration The discipline of system integration has undergone a profound transformation over the past two decades. Driven by the architectural shift from monolithic applications Read More …
Executive Summary This report provides an expert-level analysis of Non-Functional Requirements (NFR) Engineering, focusing on the three critical system qualities of Performance, Security, and Scalability. The central thesis of this Read More …
The Quest for Meaning: From Symbolic to Distributional Semantics The central challenge of Natural Language Processing (NLP) is the codification of meaning—a task that has driven a profound evolution in Read More …