How every sentence is verified

The pipeline

1. 1

   AI drafts, in your language

   Contrastive explanations and example sentences are drafted per language. This is the only step an AI touches — and its output is treated as a proposal, not a fact.

2. 2

   Deterministic validators check it

   Hand-written German engines in code — article and adjective declension, the verb conjugator, comparison forms, and orthography — check every form against the rules. Code, not a second AI: asking one language model to fact-check another just launders the guesswork.

3. 3

   The build wall

   The content compiler runs every German string through the validators and refuses to publish a page whose forms cannot be confirmed. A failed check fails the build. Nothing reaches a reader unverified.

The vocabulary is sourced, not invented

Noun genders and plurals come from Wikidata's openly-licensed lexeme data, not from a model's memory. A deterministic paradigm generator builds each declension table from that data and cross-checks it back against Wikidata; any mismatch excludes the word rather than shipping it wrong.

Absence over invention

When the data isn't good enough to be certain, the feature simply doesn't render — no paradigm table, no genitive form. A missing table is a feature, not a bug: it means we refused to guess.