RESEARCH PAPERS
Assessing Corporate Sustainability with LLMs: Nature Communications Evidence from Europe
Nature Communications (July 2026): an open RAG pipeline over PDFs of 600 European firms yields millions of ESRS-aligned ESG observations — with strong agreement on validated subsets, and clear limits on what PDF extraction can replace.