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CheMLFlow: An Open-Source Platform for Cheminformatics and Materials Informatics Applications
CheMLFlow is an open-source platform designed to help researchers build end-to-end, high-throughput, and agentic workflows for various scientific and technological applications. It aims to address the common challenge…
Short-term load forecasting under EU-AI Act Requirements in Safety-Critical Environments: Results from a 41-day live challenge on the aggregated German transmission-grid load
A 41-day live challenge was conducted to evaluate a short-term load forecasting (STLF) pipeline for the aggregated German transmission grid. The pipeline uses the open-source Python library spotforecast2-safe, which…
GigaPath-Flash and GigaTIME-Flash: Efficient Pathology Foundation Models for Whole-Slide and Tumor Microenvironment Analysis
Researchers have developed two efficient deep learning models named GigaPath-Flash and GigaTIME-Flash for whole-slide pathology analysis and spatial proteomics prediction. These models are based on a compact ViT-S tile…
When Bots Join the Team: Bot Adoption and the Institutional Fabric of Open-Source Software Projects
Researchers studied the impact of AI bots joining human teams in open-source software projects. They found that bot adoption leads to more repeated collaboration, less conflict, and more distinctive outputs. However…
SkillFuzz: Fuzzing Skill Composition for Implicit Intents Discovery in Open Skill Marketplaces
The paper presents SkillFuzz, an execution-free testing approach that helps detect unintended objectives (implicit intents) in large language model (LLM)-based agents operating on open skill marketplaces. SkillFuzz…
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