Automated Repair of Requirements
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Automated Repair of Requirements for Cyber-Physical Systems in Simulink Requirements Tables
Announce Type: new Abstract: The development of complex software systems, e.g., cyber-physical systems (CPSs), involves continuous evolution of both system implementations and their requirements. These two artifacts often proceed independently, creating a risk of misalignment. For example, a system may be updated due to implementation-level concerns, yielding a new version that no longer satisfies its original requirements.
Beyond Accuracy: Behavioral Dynamics of Agentic Multi-Hunk Repair
arXiv:2511.11012v2 Announce Type: replace Abstract: Automated program repair has traditionally focused on single-hunk defects, overlooking multi-hunk bugs that are prevalent in real-world systems. Repairing these bugs requires coordinated edits across multiple, disjoint code regions, posing substantially greater challenges. We present the first systematic study of LLM-driven coding agents (Claude Code, Codex, Gemini-cli, and Qwen Code) on this task.
Crystal Nights by Greg Egan
Publication history - Interzone #215, April 2008. - Free podcast at Transmissions From Beyond. [Site no longer active] - Oceanic (collection, Orion) -
Fare dodger knocks out train conductor's tooth after he simply asked to see his ticket
Fare dodger knocks out train conductor's tooth after he simply asked to see his ticket Peter Corley, 62, lost his tooth and later his job after a ticketless passenger punched him on a Leeds to York train - the fare dodger avoid time behind bars A train conductor was left bloodied and had a tooth knocked out when a passenger punched him in the face - simply for asking to see his ticket. Peter Corley, 62, asked Finley Seggie, 21, and his pal to get off at the next station after they were...
Singapore's lighthouses face an uncertain future as coastal developments close in
Singapore's lighthouses face an uncertain future as coastal developments close in The Tuas Port and Long Island developments may force two of Singapore's lighthouses to relocate. SINGAPORE: Every time Mr Ithnin Atan climbs to the lantern room of Sultan Shoal Lighthouse, he checks the same things: the lenses, the batteries, the glass panes that look out over the Singapore Strait. It is a routine he has repeated for years.
$5 billion-plus company GitLab cuts hundreds of jobs, exits 22 countries; CEO blames it on AI
GitLab is laying off around 350 employees, roughly 14% of its workforce, and pulling out of 22 countries—a restructuring CEO Bill Staples is pinning on what he calls the "agentic era" of software development. The DevSecOps company announced the cuts on Tuesday alongside a first quarter that beat Wall Street, with revenue up 23% to $264.2 million and adjusted earnings two cents above estimates. Shares climbed 7% after hours to $34.05, pushing market cap past $5 billion.
AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms
arXiv:2602.09464v2 Announce Type: replace Abstract: Vericoding refers to the generation of formally verified code from rigorous specifications. Recent AI models show promise in vericoding, but a unified methodology for cross-paradigm evaluation is lacking. Existing benchmarks test only individual languages/tools (e.g., Dafny, Verus, and Lean) and each covers very different tasks, so the performance numbers are not directly comparable.
AutoDFT: A Closed-Loop Multi-Agent Framework for Autonomous DFT Calculations
Announce Type: replace-cross Abstract: Density functional theory (DFT) serves as the basis for computational discovery in materials science and chemistry, yet each calculation demands extensive human effort: adjusting algorithms when convergence stalls, revising plans when unexpected physics emerges, and inserting steps as intermediate results reshape the problem. Existing LLM-based agents automate only the initial planning stage, producing a full execution plan upfront and leaving all...
Science reveals people are capable of multitasking — it just requires practice
Your brain is capable of learning to multitask without your realizing it, according to a new study. It has long been thought that using your brain to work simultaneously on multiple things was impossible. That’s because problem-solving, logical planning and abstract thinking are all carried out by a key region of the brain known as the prefrontal cortex, which is notoriously inflexible.
NTUC concerned about employers presenting retrenchments as 'new opportunities' by asking workers to reapply for roles abroad
NTUC concerned about employers presenting retrenchments as 'new opportunities' by asking workers to reapply for roles abroad Some employers take this approach in order to avoid the optics of a retrenchment, say manpower experts. SINGAPORE: Employees who lose their jobs in Singapore are considered to have been retrenched even if new or similar roles in their organisations are available overseas which they successfully apply for, the Manpower Ministry (MOM) and National Trades Union Congress...