My Commitment to Ethical AI Use
Transparency about how AI helps build and maintain this site.
I use AI tools — including large language models — to help me write, translate, code, and research. I believe this is the future of knowledge work, and I want to be transparent about it.
What AI does on this site
- Assists with drafting and editing articles
- Translates content between English, German, and Portuguese
- Helps build and maintain the website code
- Assists with research — all claims are independently verified
What AI does not do
- Make editorial decisions — every opinion is mine
- Publish without human review
- Generate content without fact-checking
- Replace professional judgement or consulting advice
Found something wrong?
AI makes mistakes. If you spot a factual error, a bad translation, or anything that doesn't seem right — I genuinely want to know. Every correction makes this site better.
Reach out on LinkedIn