SATI OS v18.1.0-beta.1: Source Bundle (Private Review, 2026-09-10) Description Frozen source bundle of SATI OS v18.1.0-beta.1 (codename BETA_PRIVATE_REVIEW), a proprietary quantum error-correction software stack built around the LCL-832 [[832,10,d]] genus-5 topological code. This is a private review snapshot prepared f...
Guillaume Besnard· Zenodo (CERN European Organi...· 0 citations
Synthetic data, original analysis software, frozen configurations, numerical certificates and audit records for Local Information Preservation and Certified Testing from Syndrome Weight. Includes all 48 confirmation conditions and adverse results. DATASET_README.md explains the historical v002 full study archive and cu...
Webhook features let customers register a URL that a service will call. Because the URL is attacker-controlled and the request originates inside the service's network, every webhook feature is a server-side request forgery (SSRF) surface. This report describes a guard that closed a practical SSRF hole in a SaaS backend...
Andrii Korkoshko· Zenodo (CERN European Organi...· 0 citations
This repository contains the public-safe reproducibility materials supporting the manuscript “Case-Level Selective Certification Under Joint Knowledge-Base Uncertainty: A Framework for Expert-Authored Rankers.” The package supports a case-level selective-certification framework for deterministic expert-authored rankers...
Swetha Katherashala, Srinivas Aluvala· Zenodo (CERN European Organi...· 0 citations
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Digital competence is significantly associated with the quality of routine health information, though it explains less than a quarter of the variability in reporting outcomes, and cognitive and informatics skills appear to be the most influential component.
E. T. Kurokeyi, Dangosu Gieda Maclean· International Journal of Sci...· 0 citations
Background: After giving birth, women may experience postpartum neck pain, which is frequently brought on by hormonal changes, physical strain during labor, or bad posture while tending to the newborn. In order to encourage relaxation, lessen pain, and enhance general well-being, craniosacral therapy (CST) is a gentle,...
Sona Yanghi Hurtigkarl, Ashwini Bulbuli· International Journal of The...· 0 citations
Event Type Walkthrough Abstract In this 30-minute walk-through, we demonstrate how AI model development can be effectively balanced between rapid experimentation and robust, reproducible software engineering practices using Unified AI, UCL’s in-house Kubernetes-based research platform. Through an end-to-end example usi...
Matthias J. Golomb, David Guzmán, Andrew Esterson et al.· Zenodo (CERN European Organi...· 0 citations
From predicting the weather to simulating disease transmission, scientific software plays an increasingly pivotal role in developing scientific understanding that informs our everyday lives. However, they are also some of the most difficult software systems to properly test. Because the developers are often the scienti...
Michael S. Foster, Sylvia Whittle· Zenodo (CERN European Organi...· 0 citations
Annotation labels, frozen data splits, per-item model predictions, evaluation metrics and recomputation code for the WuRain-Senti benchmark: 10,942 Weibo posts about Wuhan rainstorm events between 2010 and 2025, each labelled on two decoupled dimensions, topical relevance (R) and emotion (E, five classes). Every accura...
Si Wang, Weina Li, Mengfei Wan et al.· Figshare· 0 citations
This repository contains Python scripts/Jupyter Notebooks for analyzing the rotational dynamics and hydrodynamic synchronization of microbeads attached to bacterial flagella. Based on time-series trajectory data of bead centroids (x, y), the provided code performs the following analyses: 3D Trajectory Reconstruction: R...
This archive contains the code, prepared data, results, figures, and Supplemental Material S1 for A Continuous Two-Gamma Formulation for Design Hydrographs Using SCS-CN Runoff Generation and Huff Rainfall Temporal Distributions. Calculate a hydrograph for a new design case. Open supplemental_code/. The Python and MATLA...
Marcus N. Gomes· Zenodo (CERN European Organi...· 0 citations
Replication package for Chapter 7 of the PhD thesis "From Novice to Proficient: Programming Skill, Design Quality, and Abstraction in Scratch — from Diagnosis to Empirically Supported Prescription" Author: Ricardo Hidalgo AragónSupervisors: Dr. Jesús M. González Barahona, Dr. Gregorio Robles MartínezInstitution: Univer...
Ronny Rodriguez Aragon· Zenodo (CERN European Organi...· 0 citations
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…
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.
Microsoft Research Blog· microsoft.comOct 30, 2026
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.
Microsoft Research Blog· microsoft.comOct 29, 2026
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.