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software testing

2,952 papers

#small language model Open access Sep 2026

Artifact of Live Noise Fingerprints as an Empirical Semantics for Noisy Quantum Channels

Abstract Quantum computations execute on noisy hardware whose effective noise is opaque and varies across platforms and over time. Complete descriptions of the underlying noise channel are often too detailed for reasoning, comparison, or analysis. We therefore study the semantic problem of constructing tractable abstra...

Anonymous author for peer review · 0 citations
#artificial intelligence Review Open access Sep 2026

TEST-DRIVEN DEVELOPMENT ENHANCED BY ARTIFICIAL INTELLIGENCE: AN APPROACH TO SMARTER TEST DESIGN AND VALIDATION

The research contends that data quality, controllability of generated outputs, and rigorous developer review are critical to the efficacy of AI-enhanced Test-Driven Development (TDD) methodology.

Vladyslav Pechenenko, O. Grinenko · 0 citations
#artificial intelligence Open access Sep 2026

Advanced AI Bots and the Potential Dangers of Autonomous AI-to-AI Communication

Artificial Intelligence (AI) has progressed from rule-based software and statistical prediction systems to highly capable foundation models, autonomous agents, multimodal systems, and AI-enabled tools that can plan and execute multi-step tasks. A particularly important development is the increasing ability of AI system...

R. Rajalakshmanan · 0 citations
#software testing Preprint Sep 2026

An EOS-Driven Extension of NSCool for Compact Star Cooling with Hadronic and Quark Degrees of Freedom

We present an EOS-driven extension of the NSCool thermal evolution code that enables complete tabulated equations of state to be treated within a single composition-based input structure. The generalized NEW interface includes additional baryonic fractions, a bosonic composition variable, the hadronic volume fraction,...

Unknown authors · 0 citations
#software testing Book Open access Sep 2026

RefVerifier: Semi-automated Reference Claim Verification for Scientific Manuscripts

By automating document retrieval and evidence localization while preserving reviewer oversight, RefVerifier provides first indicators for the feasibility of semi-automated integrity checks in scholarly publishing.

Stefania Mocan, Florian Angermeir, M. Kreitz · 0 citations
#software testing Preprint Sep 2026

Investigating the Light Curves of 5 Long Period Variable Stars: A Study Cross-Harmonics using VStar, MESA, and GYRE

Long Period Variables (LPVs) are Asymptotic Giant Branch stars with periods>100 days. Around one third to half of LPVs display a Long Secondary Period (LSP) that is 5-10 times the length of the main periods. The exact cause of LSPs are unknown, with one potential explanation lying in cross-harmonics caused by the inter...

Unknown authors · 0 citations
#software testing Preprint Sep 2026

Agent ATO: Visualizing Agent Interaction Timelines from Logs

This paper proposes Agent ATO (Agentic Trajectory Observer), a tool for visualizing AI coding agent interaction timelines from console logs and provides filtered timelines that emphasize file discovery, file reading, file editing, and execution while preserving surrounding context.

Takuto Kawamoto, Yoshiki Hig, R. G. Kula · 0 citations
#software testing Preprint Sep 2026

Beyond Fixed Fault Models: Comparing LLM-Based and Rule-Based Fault Injection in OpenStack

It is shown that LLM-based fault injection extends the behavioral coverage of fixed fault models without establishing general superiority, and that practical adoption still requires controlled generation, runtime validation, system-level oracles, and reproducible experimental provenance.

G. De Rosa, Pietro Liguori, D. Cotroneo · 0 citations
#software testing Open access Sep 2026

Inverse design of a metasurface-enhanced stacked plate buffer for ultrasonic phased array imaging

Conventional stacked-plate buffers (SPBs) generate trailing-echoes that can obscure defect responses in ultrasonic phased-array imaging. This study proposes a metasurface-enhanced stacked-plate buffer (MESPB) and a hardware–software framework for reducing these effects without increasing the buffer dimensions. A semi...

Yong-Feng Song, Hao-Nan He, Mao-Dan Yuan et al. · 0 citations
#software testing Open access Sep 2026

LLM-Assisted Porting of Security-Critical C Libraries to Idiomatic Rust: A Multi-Model Empirical Study

Differential fuzzing reveals complementary bugs in the manual and LLM porting of security-critical C libraries to idiomatic Rust and translates these findings into concrete practical guidance for teams planning a similar migration.

Marco Parrillo, Marco Grassi, Luigi Laura · 0 citations
#software testing Open access Sep 2026

The Influence of Financial Literacy, Fintech and Lifestyle on Financial Management Behavior of Generation Z in Cimahi City

Financial management behavior reflects how individuals independently handle, utilize, and organize their financial resources. This study aims to determine the influence of financial literacy, fintech payment usage, and a hedonistic lifestyle on the financial management behavior of Generation Z in Cimahi City, both part...

Unknown authors · 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.

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.

GPT-Lab Sep 23, 2026

Requirements Don’t Live in Isolation: What We’re Exploring with Req-Space

Requirements in large systems rarely exist in isolation. Their meaning depends on the wider project context - other requirements, policies, decisions, tests, and implementation details. That becomes especially important when AI is used for review, because spotting a possible conflict or gap is only the beginning. ReqSpace explores how AI, visualisation, and connected project context can help reviewers understand those findings, trace the relationships behind them, and focus on the questions that…

GPT-Lab Sep 17, 2026

Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering

AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.

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