Use of AI

The ideas in the ST:AR Model are my own. They come from years of lived experience, observation, reflection, pattern recognition, and ongoing refinement.

AI has played a specific role in the development of this work.

I use AI as an editor, research assistant, and sounding board. It helps me improve grammar, polish language, test clarity, identify blind spots, notice contradictions, and develop cohesive learning experiences across long arcs of material.

I also use AI to reflect ideas back to me so I can see whether a concept is clear, complete, and useful.

AI does not replace my judgment, authorship, responsibility, or lived relationship with the material. It is a tool inside a broader human creative process.

I understand that the use of AI is a divisive topic. Some people may feel uncomfortable with it. Others may find it useful, practical, or even necessary for developing complex work clearly and responsibly.

For me, AI is not the source of the ST:AR Model.

It is one of the tools I use to articulate, refine, organize, and strengthen the work.