sourcing 350+ articles on change

Qwen3.5-4B DoRA fine-tuned on 350+ articles on change from robertolofaro.com — experimental on CPU-only, to test embedding methods (takes a few minutes, no selection for the category yet) — updated as of 2026-05-05

NOTAM: by querying this model you access the articles and metadata available on robertolofaro.com and GitHub. Answers reflect the article corpus only — do not treat them as advice- just expression of a position contained within the articles.

If, after getting an answer, you want something tailored to your context, contact a consultant (myself included).