“This article helps you navigate the exciting world of Claude Code Skills by selecting and categorizing 9 essential skills.”

“While security for text-based LLMs is an active area of research, existing solutions are often insufficient to address the unique threats for the embodied robotic agents, where malicious outputs manifest not merely as harmful text but as dangerous physical actions.”

“The AHA framework, leveraging counterfactual hard negative mining, constructs a high-quality preference dataset that forces models to distinguish strict acoustic evidence from linguistically plausible fabrications.”

“The evaluation results show that after applying parallelization with the proposed framework, all patterns show a reduction in execution time, confirming the effectiveness of parallelization.”

“The paper defines five types of heterogeneity, proposes a 'heterogeneity distance' for quantification, and demonstrates a dynamic parameter sharing algorithm based on this methodology.”

“本書は、主要なAIエージェント開発ツールを調査し、技術的観点から分類し、それぞれの概要と基本仕様を提示するリファレンスである。”

“The study examines new security issues across AI4Code use cases.”

“The paper presents a detailed taxonomy of harms related to LLMs.”

“The paper focuses on the taxonomy and analysis of cultural representations in LLM-generated stories.”

“The research is based on ArXiv.”