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TeleSWEBench: A Commit-Driven Benchmark for Evaluating LLM-Powered Software Engineering in Telecommunications
Announce Type: new Abstract: With the telecommunications field embracing zero touch management alongside novel O-RAN and AI-RAN frameworks, contemporary telecom networks now function as immensely intricate and heavily softwareized codebases. While automated software engineering (ASE) tools and Software Engineering (SWE) Agents hold the potential to alleviate the critical code generation bottleneck in this domain, their ability to navigate and modify specialized, mathematically rigorous...
Enhancing Software Engineering Through Closed-Loop Memory Optimization
arXiv:2606.05646v1 Announce Type: new Abstract: Large language models (LLMs) have enabled powerful software engineering (SE) agents capable of navigating complex codebases and resolving real-world issues. However, these agents remain fundamentally episodic: they fail to retain, refine, and reuse experiences across tasks, repeatedly reconstructing context from scratch and reproducing similar mistakes. Even with memory support, they offer no remedy for the absence of a principled,...
Automatically Attacking Software Reverse Engineering AI Agents
arXiv:2605.30667v1 Announce Type: new Abstract: Software tools for reverse engineering executable binary files, such as Ghidra, enable malware analysts to safely conduct robust static analysis without having access to original source code. Coupled with the analytic power of large language models (LLM), agentic systems enabled with tools, such as GhidraMCP, can allow analysts to automate a previously human driven process. Although this automation can increase the productivity of a single...
SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
arXiv:2509.22097v5 Announce Type: replace Abstract: Large language model-powered code agents are rapidly transforming software engineering, yet the security risks of their generated code have become a critical concern. Existing benchmarks have provided valuable insights, but they fail to capture scenarios in which vulnerabilities are actually introduced by human developers, making fair comparisons between humans and agents infeasible.
Anthropic rolls out public version of Mythos without cybersecurity capability
Anthropic rolls out public version of Mythos without cybersecurity capability June 9 : Anthropic is rolling out a public version of its Mythos AI model, but with guardrails barring its use in risky areas such as cybersecurity, after a preview earlier this year sent shockwaves globally with its ability to find software flaws. The new Claude Fable 5 is the most powerful model Anthropic has ever made for wider use, the startup said on Tuesday, touting its performance in software engineering and...
Meet Fabrice Bellard: French engineer behind YouTube, Netflix and TikTok
Most people can name the founders of Apple, Microsoft, Meta or Tesla. Fabrice Bellard remains largely unknown outside programming circles despite creating software that helps power much of the modern internet. From the technology that processes online videos to the virtual machines underpinning cloud computing, Bellard's creations sit deep beneath the internet's surface, largely invisible to the people who rely on them.
Anthropic ‘plants’ engineers at NSA despite facing ban by Pentagon
Anthropic has embedded its own software engineers inside the US National Security Agency (NSA), a report has said, adding that the tech firm is actively helping the intelligence agency deploy its highly advanced “Mythos” AI model for cyber operations. The ‘undercover’ arrangement is taking place despite the fact that Anthropic is locked in an ongoing legal battle with the Department of War, which includes the NSA. Citing people familiar with the matter, the Financial Times, reported that...
Amazon Employees Show Up to City Council Meeting to Demand Limits on Data Centers
Two Amazon employees on Wednesday publicly called for regulations on new data centers, telling elected officials in Seattle that unchecked development of the sharply disputed nerve centers of AI threatens the region’s environment, economy, and safety. “Local governments, in collaboration with community stakeholders, should be setting the terms for data center buildout,” Amazon senior software engineer Liesl Wigand said at a city hearing. “Let’s not let big tech burn Seattle to win the AI race.”
Bachelors vs families: Who is the ‘ideal resident’? Inside India's housing society divide
“If you're a bachelor/young couple with kids, as much as possible, avoid high rises” A software engineer's recent words in a viral social media post warning bachelors and young couples against living in high-rise societies reignited a debate that has simmered in Indian cities for years. The post, which criticised resident welfare associations (RWAs) for being intrusive and overly controlling, struck a chord with thousands of young urban residents who shared similar experiences of visitor...
Anthropic releases its first Mythos-class model Claude Fable
Anthropic just announced Claude Fable 5, a new AI model it said is the most powerful model it has ever made widely available. According to the company, Fable 5 "shows exceptional performance in software engineering, knowledge work, and vision," with its lead over other models growing as tasks become longer and more complex. Fable 5 marks the first broad release from Anthropic's Mythos class of AI models, after the company said the family was so capable at cybersecurity tasks that it was too...