I work with various agentic and generative AI tools as part of my daily workflow. 

For research, structuring ideas, thinking things through, and automating the unglamorous bits.

When it comes to writing, I use AI as a thinking partner, not a ghostwriter. It helps me untangle my thoughts, sharpen a structure, or stress-test an argument.

But the words you read here are mine. I don't publish AI-generated text unless it's clearly necessary and explicitly attributed.

I think that distinction matters. Writing is thinking made visible and I'm not outsourcing my thinking.

If I couldn't be bothered to write it, I shouldn't expect you to be bothered to read it.