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The aim is to design a universal written language that can bridge communication gaps between different dialects and AI systems.

April 6, 2026Open Access

After Babel: A Computational Framework for a Universal Written Language Across Human and Artificial Intelligence

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The aim is to design a universal written language that can bridge communication gaps between different dialects and AI systems.
Analyzed historical evidence of successful unifying writing systems
Developed a computational methodology combining LaBSE and TF-IDF
Established glyph design principles based on Chinese radicals and tokenization
Applied mutual information framework to evaluate dialect-proof stability
Demonstrated that phonological divergence does not lead to script divergence
Established a framework preventing the rebus principle from recurring
Identified 400-600 universal semantic root concepts through a cross-linguistic inventory

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Proposes a universal written language framework, enhancing communication across humans and AI, suggesting potential for greater unity.

Wen Gio Lim (2026) studied this question.

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