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software testing

3,195 papers

#artificial intelligence Preprint Sep 2026

Self-Spec Verifiable Code Generation

Large language models (LLMs) may generate unreliable code on corner cases missed by testing, while formal verification can provide machine-checkable guarantees. Recently, researchers have proposed several benchmarks to evaluate the capabilities of LLMs in generating formally verifiable code, where LLMs need to formulat...

Jia-Ru Qian, Yihong Dong, Yong-Ming Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

MiniRep: Robust Reputation-Based Aggregation for Multi-Agent Debate

Autonomous agents powered by large language models (LLMs) are rapidly evolving into an open agentic ecosystem. To support trustworthy collaboration, industry initiatives increasingly assess agent reputation from past behavior and provide performance leaderboards. However, reputation derived from past performance may no...

Jia-Ming Zhang, Yu-Wan Liu, Yue Huang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

RefCon: Iterative Refinement and Contrastive Memory Extraction for Context-Evolving Agent

This work proposes RefCon, which combines sequential self-refinement with parallel self-contrast to extract higher-quality memories without gold labels, and generalizes across model scales and to software engineering tasks, where it surpasses even ground-truth baselines.

Ubaidillah Ariq Prathama, Bo Liu, Yeonsun Hong et al. · 0 citations
#software testing Open access Oct 2026

NUTRITIONAL STATUS ASSESSMENT AMONG WOMEN WITH POLYCYSTIC OVARY SYNDROME (PCOS) ATTENDING TO ABU- GRARIB HOSPITALAND AL-YARMOUK TEACHING HOSPITAL OUTPATIENT CLINICS IN AL-KARKH/BAGHDAD (2025)

Background: Polycystic Ovary Syndrome affects about 6–13 percent of women of reproductive age. It is a leading cause of infertility and is associated with insulin resistance, obesity, and high cardiovascular risk. Diet quality plays an important role in managing the condition. Diets high in refined carbohydrates and su...

*Tiba Ibrahim Mohammed Salman (M.B.Ch.B), Zainab Ghassan Lutfi (M.B.Ch.B/F.I.C.M.S./FM), Faten Mohammed Ali Shakir (M.B.Ch.B/F.I.C.M.S./FM) · 0 citations
#software testing Dataset Open access Oct 2026

R code and datasets to support "Stability and changes of global climate diversity by 2100"

Climate Diversity Calculation — Code and Data This repository accompanies the manuscript "Stability and changes of global climate diversity by 2100". It provides a reproducible example of the climate diversity (CD) calculation on a focal study region, using the actual 15 standardised bioclimatic variables and seven mov...

Junjun Wang · 0 citations
#software testing Dataset Open access Oct 2026

R code and datasets to support "Stability and changes of global climate diversity by 2100"

Climate Diversity Calculation — Code and Data This repository accompanies the manuscript "Stability and changes of global climate diversity by 2100". It provides a reproducible example of the climate diversity (CD) calculation on a focal study region, using the actual 15 standardised bioclimatic variables and seven mov...

Junjun Wang · 0 citations
#software testing Open access Oct 2026

NUTRITIONAL STATUS ASSESSMENT AMONG WOMEN WITH POLYCYSTIC OVARY SYNDROME (PCOS) ATTENDING TO ABU- GRARIB HOSPITALAND AL-YARMOUK TEACHING HOSPITAL OUTPATIENT CLINICS IN AL-KARKH/BAGHDAD (2025)

Background: Polycystic Ovary Syndrome affects about 6–13 percent of women of reproductive age. It is a leading cause of infertility and is associated with insulin resistance, obesity, and high cardiovascular risk. Diet quality plays an important role in managing the condition. Diets high in refined carbohydrates and su...

*Tiba Ibrahim Mohammed Salman (M.B.Ch.B), Zainab Ghassan Lutfi (M.B.Ch.B/F.I.C.M.S./FM), Faten Mohammed Ali Shakir (M.B.Ch.B/F.I.C.M.S./FM) · 0 citations

Validation of the Game Addiction Scale among Adolescents

The purpose of this research was to validate the online game addiction scale among students in Alborz city. The method of the current research was survey-descriptive. The research population included second-grade high school students in Alborz city. The research sample consisted of 374 high school students who were ran...

Safdar Nabi Zadeh, Mohammad Reza Zoghi Paydar, Sayed Ali Sharifi Fard et al. · 0 citations

Research on the Application of Cyanotype Process in the Design of Women’s Sheep Leather Bags

ObjectiveTo address the limited expressiveness of traditional leather decorative techniques and the insufficient application of the cyanotype process on leather, this study investigates the feasibility of applying the cyanotype process to sheep leather and expands its application methods in the design of women’s sheep...

Shuhan ZHUANG, Jing WU, Jinwei ZHANG · 0 citations
#software testing Open access Oct 2026

Mutation-based multi-agent test case update

Modern software systems evolve rapidly under CI/CD practices, where tests are critical for quality. However, substantial code changes often render existing test cases obsolete, causing pipeline disruptions, reduced productivity, and compromised quality. Recent automatic test update approaches leverage LLMs to refine te...

Dawei Tian, Jiakun LIU, Yun Peng et al. · 0 citations
#software testing Open access Oct 2026

Accuracy of impressions and framework marginal fit of implant-supported complete-arch fixed dental prostheses fabricated by using direct and indirect workflows.

Purpose To compare the scan trueness and marginal gaps of monolithic zirconia implant-supported fixed complete prostheses (iFCPs) fabricated using direct and indirect digital workflows. In addition, to compare average marginal gap values of digital analysis and stereomicroscopic image analysis, performing 1-screw test,...

Duygu Karasan, Burak Yilmaz, Diogo do Nascimento Machado Gouveia et al. · 0 citations
#software testing Open access Oct 2026

DevMemory: A Structured Memory Management Architecture for Persistent Knowledge in AI Coding Agents

AI coding agents operate without persistent memory; useful outputs produced in one session are unavailable in the next, and information from one project never transfers to another. We present DevMemory, a structured memory management architecture that brings trust-scored, cross-scope knowledge retrieval to AI coding ag...

Abhijeet Patil · 0 citations

From tech blogs

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Microsoft Research Blog Oct 12, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.

MIT News · Artificial Intelligence Oct 2, 2026

Documenting the tech worker movement

Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.

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