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Full Disclosure

I use Microsoft Copilot as a research assistant to help identify useful data points, locate reputable sources, and propose draft phrasing when exploring ideas. All final writing, structure, and conclusions are my own, but some passages are refined or enhanced with Copilot’s assistance.

I share this openly so readers understand how content on this blog is created.


Last Updated: December 2025