Editorial method

I choose the question, thesis and final argument. AI tools help widen the research surface and test the draft, but they do not own the conclusion.

Articles and shorts begin with a falsifiable claim rather than a search keyword. Research prioritises primary sources, official data, academic work, filings, transcripts and direct disclosures. Counterevidence is searched separately so the strongest opposing case is not lost inside the supporting research.

AI assists with source discovery, comparison, drafting and claim extraction. Before publication, factual, numerical, chronological, comparative and causal claims are checked against their sources. Unsupported claims are removed or identified as inference, and every retained source must have contributed materially to the published argument.

I review and approve the thesis, evidence, wording and publication metadata. I am the accountable author of the finished work. More about my background is available on the About page.