Large language model (LLM) agents are nondeterministic: the same task, run twice under identical conditions, may succeed once and fail once. The agent-evaluation literature has begun to measure this- most directly through the pass^k metric introduced with τ-bench- but treats it as a novel phenomenon. It is not. Softwar...
Omkar Manohar Ghag· International Journal of Sci...· 0 citations
Elevated levels of IFABP, NGAL, and E-selectin are associated with longer hospitalization and may potentially serve as predictors of a prolonged disease course; however, these findings require further confirmation in prospective multicenter studies.
I. Seriakova, V. Yevtushenko, S. Kramarov et al.· The Ukrainian Scientific Med...· 0 citations
This version extends the original research dataset supporting “How many directional moments are enough? Sharp symmetry-aware wave-excitation certificates for offshore structures”. It retains the original version 1.0.0 archive and adds the revision code and data: 144 synthetic response evaluations, 576 measured-wave-inp...
Jianing Liu· Zenodo (CERN European Organi...· 0 citations
Fibre-optic infrastructure and Software-Defined Networking (SDN) are each independently documented to improve network performance, yet whether their combined effect is simply additive or functionally interactive has not been empirically tested in an African ISP context. This paper reports that test, using KENET, Kenya'...
Teddy Edward Lumidi, A. Ikoha, J. Onunga· World Journal of Advanced En...· 0 citations
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**The Master Unified Field Codex** represents the definitive, non-perturbative mathematical synthesis of natural philosophy, unifying quantum mechanics, general relativity, non-Abelian gauge theory, algebraic geometry, analytic number theory, thermodynamics, macro-acoustic chemistry, and biophysical embryology into a s...
David Noel Lynch· Zenodo (CERN European Organi...· 0 citations
In view of the seismic performance deficiencies commonly observed in existing reinforced concrete (RC) frame structures, the application of fiber-reinforced polymer (FRP) composites for seismic strengthening has become a key technical approach to enhance the safety reserve of such structures. However, most existing stu...
This study aimed to determine the effect of the Teams Games Tournament (TGT) learning model on the Indonesian language learning outcomes of fourth-grade students at SDN Banjarbendo and to identify the extent of improvement in students' learning outcomes after the implementation of the learning model. This study employe...
This study aims to analyze the influence of leadership and work environment on employee job satisfaction of the Fire and Rescue Sub-Department of East Jakarta Administrative City. The study used a quantitative approach with a survey method by distributing Likert-scale questionnaires to 105 respondents who were determin...
Background: Food researchers are constantly looking for easier and faster methods to ensure
optimum nutrient intake.
Objectives: The study investigated the effect of cooking methods (boiling and toasting) on the
chemical composition of African yam beans (AYB).
Methodology: Flecked-brown African yam beans were divided i...
H. Henry-Unaeze· RESEARCH JOURNAL OF FOOD SCI...· 0 citations
Efficiency is the robust finding: open-weight models occupy the quality-efficiency Pareto frontier in every configuration tested, and no frontier model is Pareto-optimal; no frontier model is Pareto-optimal.
Patrick Deininger, Wolfgang Slany· Computers· 0 citations
The problem Why does a new business domain still require changes to the system that runs it, when other forms of software have long been admitted without changing their substrate? Software has solved this problem before. A new application runs on an operating system nobody rebuilt for it. New bytecode runs on a virtual...
Bhash Ganti· Zenodo (CERN European Organi...· 0 citations
The architecture, current capabilities, and recommended use of MACS3 is described, providing an updated reference for applying the MACS framework in contemporary bulk and single-cell regulatory genomics workflows.
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.
“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.
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.
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