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A Long History: From Universal Language to Artificial Intelligence
Technology and Culture
|May 11, 2026
Summary
Artificial intelligence language models are not entirely new but are part of a long history of technical mediation. Understanding this history reveals how language technologies are shaped by, and shape, knowledge and society.
Area of Science:
- History of Science and Technology (STS)
- Linguistics
- Artificial Intelligence
Background:
- Contemporary AI language models raise questions about technical mediation of language.
- Historical scholarship has focused on sociotechnical aspects of informatic systems.
- Less attention has been paid to how language technologies influence debates on knowledge and social order.
Purpose of the Study:
- To situate contemporary AI language systems within a longer historical genealogy.
- To reframe language technologies as historically contingent interventions, not radical ruptures.
- To analyze the co-constitution of language formalization, coding, and computability with epistemic assumptions and knowledge production practices.
Main Methods:
- Historical analysis of language formalization and computation from the 17th century to the mid-20th century.
- Examination of projects for universal languages and the emergence of information theory.
- Integration of computational methods into linguistics and the development of AI language models.
Main Results:
- The formalization, coding, and computability of language have been historically co-constituted with specific epistemic assumptions and technical practices.
- Longstanding debates about language, information, and knowledge ordering are intervened upon by contemporary language technologies.
- AI language models are reframed as historically contingent interventions rather than unprecedented disruptions.
Conclusions:
- Contemporary AI language technologies are not entirely novel but are part of a long historical trajectory.
- Understanding the historical context is crucial for analyzing the impact of AI on language, knowledge, and society.
- Language technologies are shaped by and, in turn, shape societal and epistemic frameworks.
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