Generative AI Disclosure

The choice of topics, direction of analysis, interpretation of ideas, and final conclusions are my own. Generative AI does not determine the subject matter of my articles or the analytical perspective presented in them.

Where factual claims, academic concepts, or external information are included, I make reasonable efforts to verify accuracy through source checking and citation. All final content was reviewed, revised, and approved by me, and I remain fully responsible for the final published material.

The use of generative AI tools was restricted to assistance with structure, organization, and editing.