Global Adoption Of The American Credit Model: Redefining Education

Global credit system adoption enables businesses to cater to aspirants for studying abroad, domestic university students, ...
Microsoft

Magma: A Foundation Model for Multimodal AI Agents

We present Magma, a foundation model that serves multimodal AI agentic tasks in both the digital and physical worlds. Magma is a significant extension of vision-language (VL) models in that it not ...
IEEE

Securing Federated Learning Against Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection on Local Updates

Abstract: Current defense mechanisms against model poisoning attacks in federated learning (FL) systems have proven effective up to a certain threshold of malicious clients (e.g., 25% to 50%). In this ...
IEEE

FedMAO: Federated Learning With Model Alignment and Two-Stage Optimization

Federated Learning (FL) aims to collaboratively train a global model using decentralized data residing on edge device clients, thereby effectively preserving user data privacy. The inherent challenge ...
Microsoft

Global AI Adoption in 2025—A Widening Digital Divide

Global adoption of artificial intelligence continued to rise in the second half of 2025, increasing by 1.2 percentage points compared to the first half of the year, with roughly one in six people ...