Google Tackles Catastrophic Forgetting with Nested Learning; AI Discovers New Magnets

In the world of AI and Machine Learning, Google Research has unveiled Nested Learning, a novel machine learning paradigm designed to combat the persistent issue of catastrophic forgetting in AI models. In a separate development, AI has been instrumental in materials science, leading to the discovery of new magnetic materials that could decrease our dependence on scarce rare earth elements. Furthermore, the Chan Zuckerberg Initiative has announced a strategic pivot, restructuring to harness the power of artificial intelligence in its mission to cure, prevent, or manage all diseases.

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MIT’s FlowER: A Generative AI Revolutionizing Chemical Reaction Prediction

Researchers at MIT have engineered a groundbreaking generative AI system named FlowER (Flow matching for Electron Redistribution), which offers highly accurate predictions of chemical reactions. This advanced model sets a new standard by strictly enforcing the conservation of mass and electrons, a fundamental principle for generating realistic chemical outcomes. Unlike its predecessors that focused only on the start and end states, FlowER meticulously tracks intermediate reaction mechanisms using a bond-electron matrix. This innovative approach dramatically boosts prediction accuracy and minimizes scientifically implausible results, marking a significant leap forward for generative AI in scientific discovery.

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Microsoft Enhances Sovereign Cloud with Advanced AI and Data Sovereignty Features

Microsoft is rolling out a significant expansion of its Sovereign Cloud capabilities to address the stringent regulatory and data sovereignty requirements of global organizations. Building on the foundation of the Microsoft Sovereign Cloud launched in June 2025, these updates introduce advanced AI and data processing services. Key enhancements include end-to-end AI data-processing within the EU Data Boundary and the expansion of in-country data processing for Microsoft 365 Copilot to 15 nations by year-end. Microsoft is also broadening its Sovereign Landing Zones service and enabling disconnected operations for Microsoft Azure Local, empowering governments and enterprises with superior control over their data while unlocking the full potential of the cloud.

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Europe’s First Multimodal Quantum Data Center Launches in Barcelona

Qilimanjaro Quantum Tech has officially opened Europe’s first multimodal quantum data center in Barcelona. This pioneering facility provides access to both digital and analog quantum computers, a unique hybrid approach that enables users to choose the optimal hardware for their specific computational needs. The data center is set to house up to 10 quantum computers, accessible to thousands of users via Qilimanjaro’s Quantum-as-a-Service (QaaS) platform, SpeQtrum. This initiative is poised to accelerate the real-world application of quantum technology in fields like materials simulation and AI model training, cementing Catalonia’s position as a leading quantum computing hub in Europe.

Quantum Internet Closer to Reality with 200x Longer Connection Breakthrough

A major breakthrough at the University of Chicago’s Pritzker School of Molecular Engineering could pave the way for a global-scale quantum internet. Researchers have developed a method to extend the connection distance between quantum computers to 2,000 kilometers, a massive leap from the current few-kilometer limit. This was achieved by increasing the quantum coherence time of individual erbium atoms from 0.1 milliseconds to over 10 milliseconds. Extending coherence time is vital for maintaining the quantum entanglement of atoms over long-distance fiber optic cables, a prerequisite for linking quantum computers. This advancement brings the vision of a secure, powerful quantum network significantly closer to reality.

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