Alternative Energy is a topic portal about renewable energy for Ukrainian readers. We prepare most articles with the help of artificial intelligence, using a strictly defined and largely automated process. This page explains how that works and what the limits of this approach are.
Is the content written by AI
Yes. Articles are written by the Claude language model (Anthropic), which also produces the Russian and English translations. The editorial team defines topics, sources and rules, but does not read every article by hand before it goes live. That is why every such article carries a corresponding note.
Where topics and sources come from
- We follow the news and publication feeds of about fifty sources: regulators and public bodies, international agencies (IEA, IRENA, the European Commission and others), scientific journals and universities, industry associations and trade media, as well as Ukrainian energy outlets.
- For each section we pick material that matches its topic; first-tier sources (regulators, agencies, peer-reviewed journals) rank above trade press.
- Blacklisted sources (aggregators, reposts) and unreadable pages are not used. Preprints are allowed only in the science section and are always labelled as preprints.
- A topic we have already covered is filtered out by a meaning-based comparison, so we do not repeat ourselves.
How facts are checked
- The model writes the article only from a package of source texts, with no free web search while writing.
- For each fact it attaches a verbatim quote from the source; software checks that the quote really appears in the source text.
- All numbers in the text and in the infographic are automatically cross-checked against the sources; a number that is not in the source does not pass.
- A separate review (another model acting as an editor) scores factual accuracy, originality, usefulness and language, and flags doubtful passages.
- Sentences that could not be confirmed are corrected or removed. If quality is still insufficient after that, the article is not published at all.
- After publication, software technically checks the pages in every language: that they open, that no technical leftovers remain in the text, and that language versions are linked correctly. If something fails, the article is taken offline.
Images and charts
Illustrations are created by an image-generation model; they are labelled as AI-generated and are not photographs of real objects. Infographics are built from the numbers given in the article itself and in its sources.
Limitations
- AI can make mistakes, and automated checking is not the same as expert peer review. Do not rely on our articles as the only basis for financial, legal or engineering decisions — check the original source, which is always linked below the article.
Spotted an error
Write to us at rs@sulerr.com with a link to the article and the passage you doubt. We correct confirmed errors and, where necessary, take the article offline.
This page was last updated on 4 October 2026.