🧠 AI Ed Wiki

🏷️ multilingual-learning

3 pages tagged with multilingual-learning(3 articles, 0 concepts)

📄 Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages
> **Synthesis:** Roy & Roy (2026) argue that the **infrastructure of AI** — training corpora, tokenization, benchmarks, deployment architectures — systematically disadvantages speakers of underreprese…
2026-08-13 · equity, language-learning, digital-divide, global-south, ai-education
📄 AI-based scoring systematically underestimates conceptual understanding of linguistically weak students' explanations in physics
> **Authors:** Markus S. Feser, Paul L. Tschisgale (Leibniz Institute for Science and Mathematics Education, Kiel, Germany)…
2026-07-31 · assessment-validity, automated-grading, bias-mitigation, equity, physics-education

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