the World Values Survey
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Related Articles from SNS
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
arXiv:2601.22396v2 Announce Type: replace Abstract: Despite the growing utility of Large Language Models (LLMs) for simulating human behavior, the extent to which these synthetic personas accurately reflect world and moral value systems across different cultural conditionings remains uncertain. This paper investigates the alignment of synthetic, culturally-grounded personas with established frameworks, specifically the World Values Survey (WVS), the Inglehart-Welzel Cultural Map, and Moral...
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
arXiv:2601.22396v2 Announce Type: replace-cross Abstract: Despite the growing utility of Large Language Models (LLMs) for simulating human behavior, the extent to which these synthetic personas accurately reflect world and moral value systems across different cultural conditionings remains uncertain. This paper investigates the alignment of synthetic, culturally-grounded personas with established frameworks, specifically the World Values Survey (WVS), the Inglehart-Welzel Cultural Map, and...
Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems
arXiv:2606.05985v1 Announce Type: new Abstract: Multicultural multi-agent systems are increasingly deployed in globally diverse settings, where different agents are grounded in different cultural backgrounds. Existing cultural evaluation focuses on value alignment: how closely a single agent matches a target culture. Yet alignment is a per-agent property and cannot reveal whether a system, taken as a whole, preserves the cultural plurality it is meant to represent.
British public losing faith in university value amid student debt and job fears
British public losing faith in university value amid student debt and job fears A new survey has found that public confidence has plummeted in the value of a university education - Bookmark - CommentsGo to comments Public confidence in the value of a university education has plummeted, driven by declining job prospects for graduates and widespread anger over student debt, a major new survey has revealed. The latest British Social Attitudes (BSA) survey found that significantly fewer people...
Toward Culturally Aligned LLMs through Ontology-Guided Multi-Agent Reasoning
arXiv:2601.21700v3 Announce Type: replace Abstract: Large Language Models (LLMs) increasingly support culturally sensitive decision making, yet often exhibit misalignment due to skewed pretraining data and the absence of structured value representations. Existing methods can steer outputs, but often lack demographic grounding and treat values as independent, unstructured signals, reducing consistency and interpretability. We propose OG-MAR, an Ontology-Guided Multi-Agent Reasoning framework.
Telangana land value rate revision takes effect: Key changes explained
The Telangana government has implemented revised land values for property registrations across the state from June 5, marking the first major revision in nearly a year. The new rates apply to both agricultural and non-agricultural properties. According to the government, the revision is aimed at narrowing the gap between officially notified registration values and prevailing market prices.
Parametric Social Identity Injection and Diversification in Public Opinion Simulation
Announce Type: replace Abstract: Large language models (LLMs) have recently been adopted as synthetic agents for public opinion simulation, offering a promising alternative to costly and slow human surveys. Despite their scalability, current LLM-based simulation methods fail to capture social diversity, producing flattened inter-group differences and overly homogeneous responses across demographic groups. We identify this limitation as a Diversity Collapse phenomenon in LLM hidden...
ValueGround: Evaluating Culture-Conditioned Visual Value Grounding in MLLMs
Announce Type: replace Abstract: Cultural values are expressed not only through language but also through visual scenes and everyday social practices. Yet existing evaluations of cultural values in language models are almost entirely text-only, leaving it unclear whether culture-conditioned judgments remain stable when response options are visualized. We introduce ValueGround, a benchmark for evaluating culture-conditioned visual value grounding in multimodal large language models (MLLMs).
A Systematic Analysis of Biases in Large Language Models
arXiv:2512.15792v3 Announce Type: replace Abstract: Large language models (LLMs) have rapidly become indispensable tools for acquiring information and supporting human decision-making. However, ensuring that these models uphold fairness across varied contexts is critical to their safe and responsible deployment. In this study, we undertake a comprehensive examination of four widely adopted LLMs, probing their underlying biases and inclinations across the dimensions of politics, ideology,...
One third say 'not worth the money' in new student loan update
One third say 'not worth the money' in new student loan update An inquiry into England's student loan system has been launched by MPs, as new survey data shows a third of people now believe a university education is not worth the time and financial commitment required A new survey revealing that one in three people doubt the value of a university degree comes as "not surprising" to experts. MPs have launched an investigation into England's student loan system, gathering testimony from...