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Taming System Complexity: Demystifying Software Engineering Agents in Diagnosing Linux Kernel Faults

Announce Type: replace Abstract: The Linux kernel is a critical system, serving as the foundation for numerous systems. Bugs in the Linux kernel can cause serious consequences, affecting billions of users. Fault localization (FL), which aims at identifying the buggy code elements in software, plays an essential role in software quality assurance.

arXiv CS 8d ago

Microsoft allows BYOL for Amazon RDS. Repeat, Microsoft allows BYOL for Amazon RDS

Microsoft now lets customers apply existing SQL Server licenses toward SQL Server usage on AWS's managed relational database service (RDS). The move promises to give customers who decided to go with AWS an easier path to consuming their SQL Server systems as a service, rather than in virtual machines. In a blog post, Amazon explained that customers paying with Microsoft’s Software Assurance licensing program could only previously bring their SQL Server licenses to AWS on self-managed Amazon...

The Register 4d ago

STMutants: A Mutation Testing Dataset for Structured Text Programs in Industrial Automation

Announce Type: new Abstract: Mutation testing is widely used to evaluate test-suite effectiveness, yet IEC 61131-3 Structured Text (ST) programs still lack a publicly available benchmark that supports reproducible mutation-based research. This gap is especially important because ST is extensively used in Programmable Logic Controllers (PLCs) that operate in real-time, safety-critical industrial environments, where software faults may cause equipment damage, production loss, or unsafe system...

arXiv CS 5d ago

2027 Rivian R2 first drive: Rivian's second SUV is its best yet

2027 Rivian R2 first drive: Rivian's second SUV is its best yet It's not perfect, but Rivian's latest shows this company is playing for keeps. The Rivian R1, in both its pick 'em up R1T truck form and family-focused R1S SUV shape, has proven to be a strong statement from the plucky EV company based in Normal, IL. While sales volume and profitability still elude the startup, the original design and high quality of both those models show that this was not to be a one-and-done disaster like Fisker.

Engadget 19h ago

Microsoft degrades functionality of perpetually-licensed offline products

Microsoft Office 2019 and 2021 for Mac view-only conversion (2026) Microsoft Office 2019 and 2021 for Mac view-only conversion (2026) is a scheduled remote degradation of perpetually-licensed Microsoft Office software for macOS and iOS, set for July 13, 2026 when a license-validation certificate used by the Office apps expires.[1] After Office 2019 for Mac reached end of support in October 2023, Microsoft assured customers their installed apps would "continue to function.

Hacker News 10d ago

Statistical Notice 2026/05 - Implementation of Bank of England Statistics Taxonomy v1.3.1

Statistical Notice Background The Bank of England would like to remind firms that the updated Bank of England Statistics Taxonomy v1.3.1 is due for LIVE submissions relating to end-May data, due from mid-June 2026. This update follows the release of the public working draft and subsequent feedback received from firms. The updated taxonomy includes technical enhancements, validation fixes, and data point model changes.

Bank of England News 6d ago

Here are the 4 big things we're watching in the stock market in the week ahead

Earnings season isn't over just yet. Plus, there are plenty of other important updates coming our way this week, from influential tech conferences to jobs data and spin-off milestones. Let's dive into it all.

CNBC 9d ago

Crystal Nights by Greg Egan

Publication history - Interzone #215, April 2008. - Free podcast at Transmissions From Beyond. [Site no longer active] - Oceanic (collection, Orion) -

Hacker News 8d ago

Meta acquires robotics AI startup as it makes the push into humanoid machines

Meta acquires robotics AI startup as it makes the push into humanoid machines Meta has purchased Assured Robot Intelligence (ARI), a startup company that's building artificial intelligence for robots in order to "address critical challenges" in "high-value labor markets." The company is already working on robot hardware and AI in-house, but a spokesperson told Bloomberg that ARI "will bring a deep expertise in how [it] can design [its] models and frontier capabilities for robot control and...

Engadget 38d ago

Apple's AI boss Craig Federighi has a message for OpenAI, Anthropic, and other AI rivals

Craig Federighi didn't mince words at WWDC 2026. Apple's software chief used one of the company's biggest stages of the year to call out the AI industry—not by name, but with enough specificity that nobody was left guessing. "Some appear to be racing forward, seemingly pursuing AI for the sake of AI, without clear regard for the people it's ultimately meant to serve," he said.

Times of India 19h ago