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Executive Summary Zero-Shot Learning (ZSL) and Few-Shot Learning (FSL) represent pivotal advancements in artificial intelligence, directly addressing the pervasive challenge of data scarcity in modern machine learning. These paradigms enable Read More …
Part I: Foundations – The Inevitable Rise of Sparsity Section 1: The Multimodal Paradigm and the Attention Bottleneck The trajectory of artificial intelligence has been marked by a progressive expansion Read More …
1. Executive Summary Modern software and data ecosystems operate under immense pressure, demanding continuous availability, impeccable data quality, and rapid adaptation to change. Traditional, reactive approaches to system failures are Read More …
I. Executive Summary Real-Time Operating Systems (RTOS) are foundational for developing reliable embedded applications across diverse industries. Unlike general-purpose operating systems, an RTOS is specifically engineered to guarantee deterministic behavior, Read More …
I. Executive Summary RISC-V, an open standard Instruction Set Architecture (ISA), is fundamentally reshaping the semiconductor industry by offering a royalty-free, modular, and extensible alternative to traditional proprietary ISAs such Read More …
Executive Summary This report examines the pivotal role of automation, Adversarial AI (AAI), and Command and Control (C2) frameworks in modern red teaming operations. It highlights how these advanced capabilities Read More …
Executive Summary This report details the architecture, integration, and operation of a state-of-the-art Internal Developer Platform (IDP) built from three cornerstone Cloud Native Computing Foundation (CNCF) projects: Backstage, ArgoCD, and Read More …
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 …
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 …
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 …