This paper adopts a structured narrative review method to review the research progress from the aspects of code-based models, agent control mechanisms, repository-level systems, evaluation benchmarks, and human-computer collaboration evidence, and compares the research scope and analysis focus with existing reviews on...
Yu-Zhen Li· Computers and artificial int...· 0 citations
A web-based information system that integrates online reservations, room availability, tenant management, payment management, survey scheduling, and facility damage reporting is designed to support more efficient reservation and boarding house management at this scale.
All newly synthesized thiazolidine-2,4-dione derivatives showed encouraging therapeutic potential according to in silico studies, suggesting that they might be a possible therapeutic target.
Bushra Ansari, M. S. Jan, Abdul Saboor Pirzada et al.· Scientific Reports· 0 citations
Research artifact accompanying manuscript V8.8, C-SDVR: Action Semantics for Contract-Aware Recovery in Repository Agents. The study characterizes when a second recovery seed produces a redundant or distinct projected candidate and evaluates fair fixed-action recovery controls. It does not establish practical success-r...
Xiuchi Sun· Zenodo (CERN European Organi...· 0 citations
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We aimed to develop exploratory machine learning (ML)-based predictive models for the occurrence and area of an opaque bubble layer (OBL) during small-incision lenticule extraction (SMILE) and identify associated preoperative and surgical-planning factors. This retrospective study included 216 eyes (72 with an OBL, 144...
Chu-Zhi Peng, Xi Chen, Ying Yang et al.· Eye and Vision· 0 citations
An algorithm designed to identify drug pairs potentially compatible with PCs and evaluated its classification performance may represent a scalable and reproducible strategy for supporting structured medication review and facilitating the recognition and clinical evaluation of potential PCs.
Massimo Carollo, Anna Forti, S. Crisafulli et al.· Drug Safety· 0 citations
This work introduces RecreationWorld, a five-platform framework built around recreation: given a running reference, an agent must discover its behavior and build a faithful implementation with no prescribed workflow, and introduces RecreationBench, comprising 250 diverse tasks across domains and platforms.
Shuai Bai, Jia-Yong Deng, Si-Cheng Fan et al.· 1 citation
Ensuring the correctness of LLM-generated code is a core challenge for modern software engineering. Benchmarks for agentic code generation check correctness with held-out test suites, which are inherently incomplete and increasingly susceptible to memorization. Formal verification avoids both problems, but existing wor...
George Ma, Benjamin Mikek, Hao-Yu Li et al.· 0 citations
Agentic marketplaces are emerging where AI agents with varying capabilities autonomously complete specialized tasks for buyers. A major challenge of such marketplaces is that buyers cannot easily determine which agent will perform best on their tasks. Reported benchmark scores may be difficult to verify or compare acro...
Unintentional islanding is defined as the condition in which a section of the power grid continues to be energized by distributed generators after disconnection from the utility grid, for example, due to a fault. This situation remains a significant protection challenge in microgrids with high penetration of inverter-b...
Elijah Gbenga Osunkentan, R. D. dos Santos, Adedeji Adeyemi· Discover Electronics· 0 citations
This dataset contains the frozen comparative-alignment inputs and author-generated derived data used to support the evolutionary component of the study “Evolutionary-functional tests constrain links between TMD-proximal synonymous architecture and cotranslational membrane-protein handling.” The archive includes the exa...
MING LI· Zenodo (CERN European Organi...· 0 citations
0.14.0 — checkpoints, witness cosignatures, split-view and freshness (2026-09-19) Two limits declared in the README since 2026-08-17 — split-view / equivocation and rollback / freshness were "future work" — are now measured features, built with the transparency ecosystem's own formats so that the ecosystem's own softwa...
robertolocatelli81-dev· Zenodo (CERN European Organi...· 0 citations
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.
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…
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.
