I have a visceral "AI" sensor that triggers when I see these:
"Rust Implementation (v2)"
"Performance Benchmarks (Validated)"
Human beings don't self-validate explicitly like that. AI loves doing it.
You generate code, there's a bug, you ask for a fix, your AI of choice will always output with:
*** Fix build issue ***
*** End fix ***
and then call it "Version 2 (Validated)".
Sometimes it's more subtle, but you can feel it, it loves adding "confirmed", "working", "validated".