What question did this study set out to answer?

The aim is to decipher undeciphered ancient scripts using concepts from integrated generative AI.

March 26, 2026The Proceedings of Mechanical Engineering Congress Japan0 citationsOpen Access

Deciphering Ancient Script based on the Concept of Integrated Generative AI

Key Points

The aim is to decipher undeciphered ancient scripts using concepts from integrated generative AI.
Employed digital twins to analyze script components.
Utilized deep learning techniques for pattern recognition.
Examined the relationship between shape and pronunciation in scripts.
Identified that ancient scripts exhibit word orders of SOV, SVO, and VSO.
Found that the sentence structures resemble kanji-kana mixed sentences.

Abstract

This paper is described that the information such as sentences is composed of shape and pronunciation,these element combined of the concept for Integrated Generative AI, it is possible to decipher the undeciphered scripts of ancient civilization.For decipher, the sentences related to the event from the elements of shape, pronunciation the concept of digital twins, the Deep learning and the Symbol grounding is employed. As a result, it was found that the word order of the ancient civilization script is SOV, SVO, and VSO, and the sentence pattern resembles that of kanji-kana mixed sentences..

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Cite This Study

Wako TAKANASHI (Wed,) studied this question.

synapsesocial.com/papers/69c4cd12fdc3bde448918f27 https://doi.org/https://doi.org/10.1299/jsmemecj.2025.j103-05

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