2 papers
cs.CL2026
Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages
Avijit Roy, Proma Roy
Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure…
cs.CL2026
Measuring the Tokenization Premium: A Cost Audit for Underserved Language Communities
Avijit Roy, Proma Roy, Hrishitva Patel
Large language models are increasingly deployed as general-purpose educational and technical assistance systems, but their underlying infrastructure does not treat languages equall…