The question came first.
For years, I asked a question that sounded absurd: Is Polish for AI the universal language?
Not Mandarin. Not Spanish. Polish. A language most dismiss as impossibly difficult.
I pursued it anyway. I asked AI systems to help me build theories. I read 100 Polish books in 100 days. I studied the structure obsessively. I sensed that what others called difficulty was actually precision. What they called complexity was explicitness.
English simplified itself to be easy for humans. Polish remained rigorous to be clear for systems.
It was a conviction without proof. Until it wasn’t.
The proof: Polish for AI confirmed.
In 2025, the ONERULER study tested AI systems across 26 languages. Long-context retrieval. Precision tasks. Structured information.
Polish came first. English came sixth.
The Polish Patent Office responded with dry humor: “Humans have trouble with it, but not AI.”
The research confirmed what intuition sensed. The machines have a preferred language. It is not English.
The path is now visible.
Valid Polish exists because a question that sounded absurd turned out to be true. So I made the process explicit and usable.
Three foundations support this vision:
The Manifesto
“English is for humans. Polish is for systems.”
The philosophical argument. Why Polish for AI is the new standard and why the Digerati need it.
Receipts & Limits
The ONERULER benchmark. The data. The specific boundaries of the claim.
I don’t overreach. I show you what was tested, what was proven, and where the limits are. Verify it yourself.
The Architect
Who built this, and why.
Fifteen years of projects that hack human systems. Rejection Therapy. Bimodal Blitz. Now Valid Polish. The throughline is the same: find what others overlook, build what others dismiss.
This is not speculation.
The research is out there. The method exists. The workbook is available. The 7-day challenge is awaiting.
The only question is whether you begin.