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19,710 papers
This paper examines how digital technologies, including big data analytics, business intelligence systems, cloud platforms and artificial intelligence (AI), are transforming managerial decision-making. Drawing on Herbert Simon's model of the decision process, the study analyses the effect of these technologies on each...
ABSTRACT The contemporary business world is trying to create its own niche and find its essence in order to be one step ahead of its competitors in order to develop and grow faster in the competitive environment under the guidance of changing trends and technological developments. Especially with the new trends in the...
Rising demand for animal-origin food and staff shortages mean that livestock farming and food production require urgent modernization. From a public health perspective, food must be safe, high-quality, and produced from animals kept under high welfare and health standards. Official veterinary supervision and food inspe...
It is shown that an I-HITL protocol requires a trusted entity - a trusted computing device (or equivalent) - and characterize which such devices can and cannot realize an I-HITL protocol.
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Zero-real Agent Policy (ZAP), a recipe that teaches a small off-the-shelf vision-language model to control a robot via a simple tool harness, uses a pretrained 27B parameter model to bootstrap world understanding and reasoning, followed by supervised fine-tuning and GRPO on simple simulated tasks to teach it how to mov...
Multi-fidelity training, which combines abundant low-fidelity data with scarce high-fidelity labels, is increasingly common in atomistic modeling, but its effect on predictive uncertainty remains largely unexplored. We investigate this question using deep ensembles of mean-variance MACE models trained on ANI-1x, contra...
Web services increasingly expose backend interfaces that let users delegate tasks to AI agents, which invoke service operations directly without navigating websites. This shift changes how existing Web vulnerabilities can be exploited. We investigate these changes through VELA, an executable benchmark covering 44 vulne...
Unsafe deserialization turns untrusted data into attacker-controlled execution, and a single vulnerability can admit diverse exploit variants that evade defenses tailored to a known exploit. Existing defenses typically operate at a single enforcement point with limited visibility into the full attack. Combining control...
High-performance General Matrix Multiplication (GEMM) implementations rely on breaking down GEMM into carefully selected tiles to achieve peak performance. We present Waypoint, a new analytical model to automatically identify the optimal tile size for a given hardware and input matrix shape. Waypoint estimates the achi...
CACHELINT is designed, which models a prompt-caching mis-integration as an invocation site together with the preconditions required for correct cache integration, and locates caching invocation sites with CodeQL and discharges each precondition either against a dated provider capability oracle or with an LLM guard chec...
VLA-HWBench is introduced, a benchmark that measures 18 open VLA models on NVIDIA Jetson AGX Thor and AMD Ryzen AI Max+ PRO 395, with a seven-stage inference breakdown, and reveals three insights that suggest low-latency edge VLAs should use few action-generation iterations, inference software should extend kernel fusi...
Science agents increasingly package domain expertise as reusable skills that plan analyses, select tools, and execute workflows. This modularity creates a confidentiality risk: the interactions that deliver a skill's capability can also reveal the skill itself. We build an extensible benchmark of 40 protected skills ac...
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
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