Tech Xplore

Reinforcement learning accelerates model-free training of optical AI systems

Optical computing has emerged as a powerful approach for high-speed and energy-efficient information processing. Diffractive ...

As Schools Embrace A.I. Tools, Skeptics Raise Concerns

More governments are rolling out chatbots in schools. Some experts warn the tools could erode teaching and learning.
AASA, The School Superintendents Association

Where Academic Knowledge and Applied Learning Work Together

Learning redesign in a suburban district makes career readiness central to everyone’s academic and personal growth in high ...
Security Boulevard

Post-Quantum Secure Federated Learning for decentralized MCP training.

Explore post-quantum cryptography in federated learning for Model Context Protocol training. Learn about quantum vulnerabilities, security measures, and real-world applications.

Neel Somani on How Privacy-Preserving Machine Learning Is Changing the Digital Landscape

As data privacy collides with AI’s rapid expansion, the Berkeley-trained technologist explains how a new generation of models is learning without crossing ethical lines.
GitHub

Federated Entropy Cascade Early Warning System for Multi-Hazard Crisis Prediction

Federated Entropy Cascade Early Warning System for Multi-Hazard Crisis Prediction Note: This README is an ultra-condensed summary of the research reports published by Unpatentable.org. To view the ...
IEEE

Advancing Federated Learning: A Systematic Literature Review of Methods, Challenges, and Applications

Abstract: Federated Learning (FL) has emerged as a cutting-edge paradigm in machine learning, showcasing remarkable advancements in recent years. This research paper delves into the dynamic landscape ...
Law

In the Matter of the Application of the Federated Church of Athens, Petitioner, for Approval to Sell Real Property, Distribute Assets, and Dissolve Pursuant to Section 18 of ...

New York - - New York Supreme Court, Greene County - EF2025-1058 - In the Matter of the Application of the Federated Church of Athens, Petitioner, for Approval to Sell Real Property, Distribute Assets ...
Frontiers

Technical and legal aspects of federated learning in bioinformatics: applications, challenges and opportunities

Federated learning leverages data across institutions to improve clinical discovery while complying with data-sharing restrictions and protecting patient privacy. This paper provides a gentle ...
GitHub

Federated Pedagogy Exchange Protocol – Cryptographic Commons for Collaborative Learning Intelligence

Note: This README is an ultra-condensed summary of the research reports published by Unpatentable.org. To view the full innovation documentation and explore the complete research, use the links at the ...
IEEE

Personalizing Federated Learning Models: Methods, Applications, and Challenges in Healthcare 5.0

Abstract: Personalized Federated Learning (PFL) revolutionizes healthcare by enabling collaborative model training across decentralized institutions while preserving patient confidentiality. The ...