Since I’m not a native English speaker, I use artificial intelligence only as an assistant to refine my writing. Grammar, spelling, and phrasing can be tricky in a second language, and AI helps me make sure that what I write is clear and correct. Think of it as a proofreader—fast, tireless, and always available when I need a second pair of eyes.

What AI does not do here is create ideas, outlines, or full posts. Every topic I cover starts with me: something I’ve read, built, or thought about. I write my drafts in full before turning to any tool for a quick review. The thinking, structure, and perspective are entirely my own.

I believe there’s a difference between using AI as a support and relying on it as a substitute. This blog is personal—it reflects how I see and process the world. Outsourcing that part would make the writing meaningless to me.

So, when you read a post here, you’re reading something that began as my own words, shaped by my experiences and thoughts. AI simply helps me express them more fluently in English. It’s the same way someone might use a style guide or grammar checker, just with more modern tools.

Transparency matters. I want to be clear about how technology fits into my creative process: it improves the surface, not the substance. The content remains human, written by me, for the same reason I started this blog—to think, document, and share ideas worth remembering.