AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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3,291 papers
Short takeaway: Mnemorphics is a mega‑document—a merged research codex—combining acoustic metamaterials, shockwave diodes, energy‑harvesting physics, AI cognitive‑warfare systems, particle‑capture engineering, and large‑scale defensive architecture. It reads like a fusion of hard engineering, corrected physical models,...
This study develops a comparative benchmark for software effort estimation using the benchmark suite implemented in Python and the result package generated by that suite. Eleven regressors were compared under a leakage-safe protocol on a COCOMO-like dataset of 62 projects and 20 numeric predictors, with 49 projects res...
This synthetic benchmark supports development and comparison of MRSI processing, nuisance-signal removal, and metabolite-quantification methods, while enabling method evaluation, and illustrates how characterized synthetic data can support rigorous evaluation when ground truth is difficult or impossible to obtain.
Abstract Objective This study assessed the pharmacological prospects of Pteridaceae phytoconstituents using an integrated network pharmacology (NP) and computational molecular docking (MD) strategy. Materials and Methods Various peer-reviewed literature databases, including ScienceDirect, PubMed, Scopus, and Google Sch...
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Microhaemorrhage density was the most changeable capillaroscopic feature and associated with markers of increased disease activity and associated with markers of increased disease activity in juvenile dermatomyositis patients.
Findings support chewR as an open‐source alternative to ViewGum to quantify masticatory performance in a gum mixing task and examine how chewR based masticatory performance measures relate to other oral processing behaviors.
A multidisciplinary stakeholder co-creation process combining well-known evidence-based concepts with stakeholder input identified several areas for improvement and facilitated the development of the digital CR program.
Evaluated occlusal devices fabricated using digital techniques showed clinical outcomes and participant satisfaction similar to those produced using hybrid workflows, and a significant material‑based difference was found.
In this laboratory-based TAA study, it is found that both CAN and PSI demonstrated advantages over SRG instrumentation regarding implant placement accuracy and the observed reduction in implant placement variability has potential positive implications for surgeons.
A structured community discussion at the First International Workshop on Empirical Prompt Engineering for Software Engineering (PROMPT-SE) discussed current prompting practices, challenges to their adoption and evaluation, and future directions for integrating prompt engineering into software development.
The case suggests that explicit failure records, fixtures, port-owned proofs, and validating imports can make agent-assisted systems more auditable and controlled ablations and external replications are needed to test whether such infrastructure causally improves development outcomes.
This work proposes tHinter, an automated approach that frames translation error localization as a differential testing task, and integrates mixed-factorial user studies, expert validation, and SWOT-based strategic analysis to assess the perceived helpfulness and resilience within the rapidly evolving LLM landscape.
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
“X-Hinges” helps design and 3D print items like lamps and gloves with an interactive twist: automatically embedded sensors that perceive and adaptively respond to human contact.
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