Taming the Quantum Ghost: Automated Flakiness Detection in Quantum Software

As quantum software grows in complexity, researchers have developed an automated pipeline to identify and diagnose the root causes of unreliable, or ‘flaky’, tests.

As quantum software grows in complexity, researchers have developed an automated pipeline to identify and diagnose the root causes of unreliable, or ‘flaky’, tests.
Researchers have established a surprising connection between quantum error-correcting codes and a class of classically-inspired codes used in secure multi-party computation.
Current methods for evaluating automated vulnerability repair tools are significantly overestimating their success rates, masking critical flaws in patched code.
![Spin textures-specifically Rashba, persistent spin helix, and Dresselhaus states-exhibit a striking enhancement of all quantum metric components [latex]g_{\mu\nu}[/latex] when Rashba and Dresselhaus strengths equalize, signaling a unique signature of the persistent spin helix state and demonstrating how geometric properties emerge from spin-orbit interactions.](https://arxiv.org/html/2603.08009v1/x1.png)
Researchers have discovered a way to sensitively detect and characterize a persistent spin helix in materials by leveraging the quantum metric, a geometric property of quantum systems.
This review explores techniques for building robust analog computing systems by leveraging error-correcting codes that maintain signal integrity with remarkably low overhead.

Researchers have developed a novel method for dramatically reducing the size of large language models without sacrificing accuracy, paving the way for faster and more accessible AI.

A new hardware-software co-design eliminates the need for a runtime software trusted computing base, offering a fundamentally more secure approach to embedded system protection.

A comprehensive survey reveals the evolving security landscape of transaction processing and proposes a new framework to address the demands of modern, complex applications.
Researchers have developed a novel attestation relay system that significantly reduces bandwidth overhead, enabling more efficient and scalable post-quantum cryptographic networks.
Researchers are leveraging the power of artificial intelligence to automatically identify software components that handle sensitive cryptographic operations.