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3,351 papers
CIPR (Coding In Poisoned Repos), the first benchmark that systematically varies PLCs in poisoned real-world repositories, is introduced and highlights that coding agent vulnerability is not a static property, but a dynamic outcome shaped by everyday user configurations.
The results indicate how trustworthy LLM-generated explanations are in model-free settings, where the same LLMs are used but no oracle exists to verify them.
CAS (causal active sequential experimentation), which targets evaluation to model-workload pairs and repeats the test as evidence accumulates, to ask whether one assignment stays optimal across every quality table consistent with the evidence.
Introduction: Esophageal manometry is an endoscopic study of the esophagus motility and can diagnose dysmotility disorders and the tone of the gastro-esophageal sphincter. The main aim of the study is to identify the role of esophageal manometry in surgery decision-making and to determine which type of fundoplication i...
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Introduction: While topical, local, and regional anesthesia are commonly used in ophthalmic surgery, general anesthesia may be necessary for children, uncooperative patients, or complex situations, selecting the incorrect anesthetic can result in systemic or ocular side effects, particularly in older patients with conc...
Introduction: While topical, local, and regional anesthesia are commonly used in ophthalmic surgery, general anesthesia may be necessary for children, uncooperative patients, or complex situations, selecting the incorrect anesthetic can result in systemic or ocular side effects, particularly in older patients with conc...
Introduction: Esophageal manometry is an endoscopic study of the esophagus motility and can diagnose dysmotility disorders and the tone of the gastro-esophageal sphincter. The main aim of the study is to identify the role of esophageal manometry in surgery decision-making and to determine which type of fundoplication i...
IntroductionSalinity stress is a major limiting factor for plant growth. Gamma-aminobutyric acid (GABA) is known as an important signaling molecule in response to environmental stresses. This study investigated the effect of exogenous GABA application on the morphophysiological and biochemical characteristics of rosema...
ObjectiveTo explore the mechanism underlying the transition of nursing undergraduate interns from "peripheral participation" to "full participation" and to construct a theoretical model.MethodsUsing procedural grounded theory, semi-structured interviews were conducted with 15 student nurses. Nvivo 15.0 software was use...
To meet the computational demands of numerical flood simulation under China’s information technology innovation initiative，this study proposes a high-performance two-dimensional unstructured hydrodynamic model designed for domestic multi-node GPU clusters. The model is based on a Godunov-type finite volume scheme and...
Literature and practice has established that the lack of management commitment has been one of the top reasons for a failed SPI (software process improvement) initiative. The paper reports results from an ongoing study aimed at clarifying the role and the meaning of management commitment in SPI initiatives. Results fro...
AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…
A Blog post by Ai2 on Hugging Face
GPT-Lab
· gpt-lab.eu
Nov 3, 2026
Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.
Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.
A Blog post by IBM Granite on Hugging Face
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