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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Hrishitva Patel

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Preprint Aug 2026

Measuring the Tokenization Premium: A Cost Audit for Underserved Language Communities

It is demonstrated that tokenization can create measurable economic and functional barriers, highlighting the need to treat tokenization as an equity-relevant infrastructure layer for underserved language communities, particularly where educational systems depend on low-cost or offline-capable AI tools.

Avijit Roy, Proma Roy, Hrishitva Patel · 1 citation · ⚡1

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