Mistral AI

Introducing Search Toolkit

Search Toolkit is a composable framework for building production search pipelines for AI applications.

arXiv AI
Sep 25

Search-Based Software Engineering and AI Foundation Models: Current Landscape and Future Roadmap

The paper reviews the state of search‑based software engineering (SBSE) and its relationship with emerging AI foundation models (FMs) such as large language models. It outlines a research roadmap that examines how FMs can enhance SBSE, how SBSE can advance FMs, and how the two can be integrated. The authors also propose future research directions and opportunities for applying SBSE in new domains enabled by FMs.

By Hassan Sartaj, Shaukat Ali, Paolo Arcaini, Andrea Arcuri
arXiv AI
Sep 1

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance

arXiv:2506.03828v4 Announce Type: replace Abstract: AI for Industrial Asset Lifecycle Management aims to automate complex operational workflows, such as condition monitoring and maintenance schedulin...

By Dhaval Patel, Shuxin Lin, James Rayfield, Nianjun Zhou, Chathurangi Shyalika, Suryanarayana R Yarrabothula, Roman Vaculin, Natalia Martinez, Fearghal O'donncha, Jayant Kalagnanam
Hugging Face Trending Papers
Jul 8

SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents

Autonomous AI agents can execute complex tasks with limited human review, yet they often lack the grounded operational knowledge to make their outputs not just executable but correct, secure, and maintainable. We introduce SkillCenter, to our knowledge the largest open skill library for agents by total count: 216,938 structured skills across 24 domain bundles.

arXiv AI
Aug 24

Ontology-supported AI Model and Dataset Management

The paper introduces an ontology-supported platform designed to facilitate the exchange, usage, and analysis of AI models and datasets. It addresses the need for effective management of AI assets in industrial settings by providing a structured framework that reduces semantic gaps. A real‑time critical systems use case demonstrates the platform’s practical utility.

By Jan Novacek, Ali Ahari, Tobias M\"uller, Sebastian Reiter, Alexander Viehl, Oliver Bringmann