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The Paradigm Shift from Modular Pipelines to End-to-End Learning The pursuit of fully autonomous driving (AD) has catalyzed a fundamental re-evaluation of system architecture within the fields of robotics and Read More …
Section 1: Introduction – A New Paradigm for Scientific Inquiry Scientific inquiry is undergoing a transformation of a magnitude not seen since the advent of computational simulation. This shift is Read More …
Introduction: Modern cloud-native software delivery increasingly relies on GitOps workflows combined with progressive delivery techniques like canary deployments to achieve safe, automated releases. GitOps uses Git as the single source Read More …
Executive Summary The paradigm of data management is undergoing a fundamental transformation, shifting from a focus on discrete data entities to an emphasis on the intricate relationships that connect them. Read More …
Executive Summary Quantum Machine Learning (QML) stands at the confluence of two of the most transformative technologies of the 21st century: quantum computing and artificial intelligence. This field explores the Read More …
Introduction Multimodal reasoning architectures are AI systems designed to process and integrate information from multiple data sources – such as text, images, audio, video, and various sensors – in order Read More …
Executive Summary The proliferation of stateful Artificial Intelligence and Machine Learning (AI/ML) workloads, particularly in the domain of large-scale distributed training, has exposed the limitations of traditional infrastructure management paradigms. Read More …
Executive Summary Neuroadaptive Extended Reality (XR) interfaces represent a paradigm shift in human-computer interaction, enabling direct brain-driven control within immersive digital environments. This innovative field integrates Brain-Computer Interface (BCI) technology Read More …