Redmond Magazine

Microsoft Introduces Federated Copilot Connectors for Real-Time Enterprise Data Access

Microsoft launches federated Copilot connectors for real-time enterprise data integration. Connectors unify external platforms with Microsoft 365 Copilot while preserving governance controls.
Nature

Federated learning-enabled privacy-preserving framework for seizure forecasting and affective state analysis using multi-modal EEG-ECG data

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
Nature

Privacy-preserving federated learning with optimized ensemble weighting and knowledge distillation for COVID-19 detection from non-IID medical imaging data

Medical imaging enables rapid and accurate diagnosis of COVID-19, with CT scans proving especially effective. However, data privacy concerns limit collaborative model development across hospitals. To ...
GitHub

Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning

Scaleout Edge helps AI developers manage the machine learning lifecycle over distributed edge nodes and data silos. From a central control plane, operators can securely distribute models to edge nodes ...
Forbes

The Future Of AI Privacy: How Federated Learning Is Revolutionizing Data Security

In an era where data breaches make headlines weekly and privacy regulations tighten globally, artificial intelligence faces a fundamental challenge: how to learn from data without compromising privacy ...
IEEE

Privacy-Preserving Federated Learning for Multi-Tenant CRM Systems

Abstract: Modern CRM systems face competing demands: ultra-personalization versus stringent privacy requirements. Multi-tenant SaaS architectures containing data from multiple corporate customers on ...
Wired

You Can Now Install—and Update—Microsoft Store Apps Using the Command Line

I can't stand opening the Microsoft Store. It's slow to load, confusing to browse, and full of ads for things I don't care about. Luckily, thanks to a new feature, I don't have to open the Microsoft ...
The New York Times

The Best Language Learning Apps

We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Matthew Guay After a new round of testing, we found that the best app depends ...
LinkedIn

Federated Learning: Training AI Models Without Centralizing Data

Imagine a hospital sharing patient scans to build better cancer detection tools. Now picture hackers stealing those files from a central server. Data breaches like that hit headlines often, costing ...
Forbes

From The Cloud To The Edge: Federated Machine Learning Is Moving AI Closer To Where It Is Used

Vikram Gupta is Chief Product Officer, SVP & GM of the IoT Processor Business Division at Synaptics, a leading EdgeAI semiconductor company. In my previous articles, I explored how the rapid growth of ...
iaea.org

International Conference on Topical Issues in Nuclear Installation Safety: Learning from the Past to Accelerate the Future

Since 1998, the International Atomic Energy Agency (IAEA) has organized the International Conference on Topical Issues in Nuclear Installation Safety (TIC). These conferences provide a platform for ...