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I. Executive Summary Parameter-Efficient Fine-Tuning (PEFT) has emerged as a transformative paradigm in the era of large-scale Artificial Intelligence (AI) models, particularly Large Language Models (LLMs) and Foundation Models (FMs). Read More …
Introduction In the modern digital landscape, secure authentication and authorization mechanisms are critical components of application architecture[1][2]. OAuth 2.0 and OpenID Connect represent two of the most widely adopted security Read More …
I. Introduction to Multimodal AI Defining Multimodal AI: Beyond Unimodal Systems Multimodal Artificial Intelligence represents a significant advancement in the field, characterized by its ability to process and integrate diverse Read More …
Monitoring vs. Observability: A Comprehensive Analysis for Modern IT Systems The digital landscape is increasingly complex, driven by cloud-native architectures, microservices, and rapid deployment cycles. In this environment, ensuring system Read More …
1. Introduction to the Modern Data Stack The contemporary business landscape is increasingly driven by data, necessitating robust and agile infrastructure to harness its full potential. The Modern Data Stack Read More …
Part I: The Foundations of Machine Learning Section 1: Defining the Landscape: AI, Machine Learning, and Deep Learning The modern technological era is increasingly defined by systems that exhibit intelligent Read More …
Part 1: The Foundations of Agentic AI The rapid evolution of artificial intelligence has reached a pivotal inflection point. The paradigm is shifting from passive, reactive models to proactive, goal-oriented Read More …
Executive Summary This report explores the critical synergy between Lakehouse Federation and Semantic Layer Unification, two pivotal advancements in modern data architecture. Lakehouse Federation enables organizations to query distributed data Read More …
The Lakehouse Architecture: A Unified Paradigm for Modern Data Analytics Section 1: The Evolution of Data Platforms: From Warehouses and Lakes to the Lakehouse The modern enterprise operates on data, Read More …
Executive Summary This report provides a strategic, in-depth analysis of Internal Developer Portals (IDPs) and their pivotal role in optimizing developer experience (DX) within modern DevOps-centric organizations. In today’s complex, Read More …