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Decoding Values: Measuring Culture Embedded in Large Language Models

Michael BanfAnton Steuer et al.
8 to 11 June 2026 · Helmholtz AI Conference 2026, Munich · poster

A white-box method that reads the values a language model carries in its embeddings, compared across six models from four countries.

The research

Every model carries values from its training data. We read them directly from the embeddings, comparable across models, instead of asking the model what it thinks.

What it changes in practice

Which model a European company puts in front of its customers is a choice. Everyone in the company should know what they may use and what it carries.

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