How Swiss Echo develops and reviews its explanations of Zürich German.
Swiss German is not a single standardised language, and there is rarely only one possible way to express an idea. Swiss Echo Lab therefore focuses on helping learners recognise useful and recurring patterns rather than prescribing one universally correct translation.
The methodology is designed to keep explanations understandable, evidence-based and open to improvement.
Explaining rather than only translating — Swiss Echo goes one step further by identifying why important parts of the sentence changed. It focuses on the changes most likely to help a learner understand future spoken Zürich German.
Evidence before promotion — A pattern is not treated as established simply because it appears once. Swiss Echo accumulates examples and reviews repeated observations before using them as approved linguistic knowledge.
AI, deterministic checks and human review — AI proposes. Deterministic linguistic checks verify. Humans curate. Automatically generated analysis is not accepted as linguistic truth without review.
Zürich German focus — Swiss Echo currently focuses on Zürich German and should be understood as a Zürich-focused learning aid rather than a universal standard for all Swiss German dialects.
Continuous improvement — Swiss Echo Lab is an experimental learning project. Not every difference will be explained, and some automatically generated results may still contain errors.