How I use AI in my writing.

I do not publish AI-generated articles as my own original writing. Every post on this site reflects my own thinking, experience, and voice. The ideas, opinions, and first-hand accounts are mine.

I use AI tools (primarily large language models) as a writing aid in the following ways:

• Research assistance: summarising long documents, finding relevant sources, or getting a second perspective on a claim I want to verify.
• Editing: catching grammar errors, suggesting clearer phrasing, or identifying where a sentence is too dense.
• Outlining: generating a rough structure that I then rewrite from scratch.
• Code snippets: when technical articles include code, AI may assist in drafting or reviewing it.

AI does not generate the first draft of any article, write my personal stories or experiences, express opinions on my behalf, or create content that is then published without substantial human review and rewriting. If an article were substantially AI-generated, it would be marked as such.

I build AI products. I think AI is transformative. I also think readers deserve to know when they are reading a human's actual thinking versus machine output. This disclosure exists to be clear about where I stand.

If you have questions about a specific article or my process, reach out at hello@subarnabasnet.com. See also the Editorial Policy for broader content standards.