Admins in India used Meta AI to help create WhatsApp group rules, appreciating reduced workload but remaining cautious about privacy, relational trust, and contextual tone.
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4 Pith papers cite this work, alongside 2 external citations. Polarity classification is still indexing.
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ExCAM is a new explainable metric for cultural awareness in LLMs, trained on the ExCAM40k dataset derived from nine existing benchmarks with added synthetic errors, achieving up to 80% error detection accuracy.
Generative AI must be evaluated as recursive pluralist sociotechnical systems via MaSH Loops and distributional World Values Benchmarks instead of static functionalist or prescriptive tests.
Replication survey in three Middle Eastern countries finds language fluency predicts AI trust, with female students in Saudi Arabia showing lower trust than males unlike US patterns.
citing papers explorer
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Creating Group Rules with AI: Human-AI Collaboration in WhatsApp Moderation
Admins in India used Meta AI to help create WhatsApp group rules, appreciating reduced workload but remaining cautious about privacy, relational trust, and contextual tone.
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ExCAM: Explainable Cultural Awareness Metrics
ExCAM is a new explainable metric for cultural awareness in LLMs, trained on the ExCAM40k dataset derived from nine existing benchmarks with added synthetic errors, achieving up to 80% error detection accuracy.
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Measuring the Machine: Evaluating Generative AI as Pluralist Sociotechical Systems
Generative AI must be evaluated as recursive pluralist sociotechnical systems via MaSH Loops and distributional World Values Benchmarks instead of static functionalist or prescriptive tests.
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Trust in AI among Middle Eastern CS Students: Investigating Students' Trust and Usage Patterns Across Saudi Arabia, Kuwait and Jordan
Replication survey in three Middle Eastern countries finds language fluency predicts AI trust, with female students in Saudi Arabia showing lower trust than males unlike US patterns.