Talk:John Shoebridge Williams

AI-assisted drafting disclosure

This article’s prose was developed with limited assistance from GPT-5 (OpenAI, July 2025). The model was used to:

• propose section structure and sub-headings based on existing engineering sources;

• smooth grammar and phrasing for clarity and Manual of Style consistency;

• suggest alternative wording for material already supported by citations.

The model generated no unsourced facts, quotations, or citations. All statements were verified by the contributing editor against cited reliable sources, in accordance with WP:V, WP:RS, and WP:NOR. This disclosure is provided under WP:LLMPOLICY to ensure transparency regarding limited LLM use.

At the time of drafting, I was unaware of Wikipedia’s LLM disclosure requirement; this note corrects that oversight. https://en.wikipedia.org/wiki/User:Cloventt tagged this article for AI-related issues; hopefully, the disclosure addresses them. —Risk Engineer (talk) February 4, 2026