Artificial intelligence may help organise research notes, prepare working copy, match search spelling variants, produce a working translation and develop visual concepts. Publication decisions, source selection and final wording remain an editorial responsibility. Automated quality checks are not represented as human language editing; expert or human approval is stated only after a recorded review has actually been completed.
AI output is never treated as a source on its own. Facts such as population, visas, transport, opening hours, prices and safety require a reliable source and a visible review date. Chechen words, names, proverbs, pronunciation and cultural context are not presented as definitive without appropriate human expertise.
Generated or substantially edited imagery is editorial illustration, not documentary evidence of a place, person, business or historical event. Original or licensed real photographs are preferred on museum, hotel, institution and city pages where identity and current appearance matter. The title, description and image are checked for subject agreement during final editorial review.
If you find an error or misleading image, email editor@cecenistan.com with the page URL and supporting source. Reviewed corrections are handled under our sources and corrections policy.