TROi

AI Transparency

Short version: the ideas are mine, the editing had help. The longer version is below, because a claim like that is worth showing the working for.

AI assistance

This paper represents my own ideas, observations, and conclusions, developed through approximately twenty-five years of professional practice and refined into this manuscript during 2026.

Generative AI, primarily Claude, was used as an editorial and research assistant. It helped challenge arguments, suggest alternative wording, improve structure, identify inconsistencies, and critique drafts.

Throughout the writing process, AI was also used to challenge assumptions, identify weaknesses in the arguments, and explore alternative perspectives. Decisions about what to include, revise, or reject remained entirely my own.

The concepts, theory, interpretations, and conclusions presented here are my own. I reviewed, revised, and approved the final manuscript.

AI was used as a thinking partner and editor — not as an author.

Christoffer Råsten · TROi · christoffer.rasten@troi.se