Editorial and AI-use notes

Each article carries a one-line note on AI assistance. The thesis, conclusions, and responsibility stay with the author. Tools may help with outlining or line edits when disclosed; factual claims are checked before publication. Specific histories are stated when they were recorded for that piece.

Sources and corrections

Quantitative claims should identify their source, period, and method. Hypothetical examples are labeled. Evidence labels on work samples (Experience, Prototype, Design study, Production outcome) follow the About page and brand foundation. If you spot an error, use the contact page and include the article URL and the relevant claim.