AI Disclosure

I use AI tools to help research parts of my content, mainly to gather background and explore ideas before I begin writing. Every article, newsletter and essay starts as my own first draft, written in my own words and shaped by my own reading, memories and judgment.

Because English is not my first language, I also use AI tools to check my grammar and spelling. This helps me write more clearly, but the thinking, the stories and the structure are mine.

I review and edit everything carefully before it reaches you. What you read here comes from me.