From power grids to epidemics: Study shows how small patterns trigger systemic failures

Why do some systems collapse suddenly after what seems like a minor disturbance? A single transmission line failure can cascade into widespread blackouts. A delayed shipment can ripple through a ...
IEEE

Safe and Robust Binary Classification and Fault Detection Using Reinforcement Learning

Abstract: In this paper, we propose a learning-based method utilizing the Soft Actor-Critic (SAC) algorithm to train a binary Support Vector Machine (SVM) classifier. This classifier is designed to ...

This local AI quickly replaced Ollama on my Mac - here's why

GPT4All is released under the MIT License and can be installed and used on Linux, MacOS, and Windows for free. It includes all the usual features, such as the ability to add multiple LLMs, follow-ups, ...
IEEE

Joint Use of Architecture Patterns and Safety Case Patterns in the Development of Automotive Systems in Accordance with Functional Safety Standards

Abstract: The paper explores approaches to the joint use of architecture patterns and safety case patterns in the development of automotive systems. Development processes related to "agile" life cycle ...