AI Powers the Next Generation of Encryption
Researchers are leveraging artificial intelligence to dramatically speed up the development of hardware for securing data against future quantum threats.
Science
Hunting for a Quantum Flashpoint: The Search for the QCD Critical Point
New analysis of high-energy nuclear collisions is revealing tantalizing clues about the nature of the quark-gluon plasma and the elusive QCD critical point.
Securing the Skies: Modeling Reliable Connections in Complex Networks
This review analytically determines the probability of establishing a secure connection across multi-hop, layered networks commonly found in emerging non-terrestrial communication systems.
Decoding Resilience: How DNA Storage Systems Bounce Back From Failure
A new analysis explores the expected recovery time in distributed DNA-based storage, offering insights into the reliability of this emerging data archiving technology.
Rust’s Safety Net: A Formally Verified Compiler Takes Shape
Researchers have built RustCompCert, a compiler leveraging formal verification techniques to guarantee memory safety and semantic correctness for a significant subset of the Rust programming language.
Spin and Charge: A New Framework for Electron Transfer
![The study models electron and hole transfer within open-shell molecular systems by employing distinct minimal complete active space (CASSCF) configurations: [latex]CASSCF(1,2)[/latex] for electron transfer, focusing on unpaired electron excitation, and [latex]CASSCF(3,2)[/latex] for hole transfer, representing excitation from a doubly occupied orbital, thereby establishing a framework for understanding charge carrier dynamics based on fundamental quantum mechanical principles.](https://arxiv.org/html/2602.07746v1/x2.png)
Researchers have developed a powerful computational approach to model how electrons move between molecules, accounting for the complex interplay of spin and relativistic effects.
Beyond the Prompt: Securing the Next Generation of AI Agents
As AI agents become increasingly sophisticated, vulnerabilities extend beyond simple prompt manipulation, requiring a new approach to security assessment.
The AI Code Rush: Security Risks and Emerging Defenses
As AI-powered code generation accelerates, a critical gap is opening between development speed and robust security practices.
Entangled Agents: Coordinating Without Communication
A new framework leverages the principles of quantum entanglement to enable multi-agent systems to coordinate effectively without explicit communication channels.
Taming Many-Body Chaos: A New Path to Accurate Calculations
![The effective number of configurations, [latex] eSe^{S} [/latex], shifts with coupling strength, diverging within specific intervals and demonstrating a sensitivity to perturbative order-a phenomenon suggesting the model's predictive power is not uniform across all parameter regimes.](https://arxiv.org/html/2602.08265v1/x4.png)
Researchers have developed a novel stochastic method that promises to significantly improve the accuracy and reliability of calculations in complex quantum systems.