Art is judged by who made it, not by what it looks like

The eye does not judge the artwork. It judges what the artwork is taken to prove about the person who made it. Change the inferred maker and the same image reads as mastery or as failure. Viewers are not lying. They are looking through the attribution before they look at the picture.

This follows directly from [[Art is primarily a display of skill, not an aesthetic experience]]. If the value of art is mostly a signal of the artist's effort and ability, then removing the artist removes the value. With no skill claim to substantiate, the eye has no reason to read anything as mastery and every reason to find flaws that justify the demotion. With the skill claim intact, the same brushstrokes, the same looseness, the same colors all read as freedom and depth.

This happens fast and below awareness. People believe they are describing what they see. They are mostly describing what the maker's name lets them see, and they reach for the picture afterward to back the description up. Wine flips on label. Novels flip on byline. Symphonies flip on composer attribution in blind reviews. A late Monet, posted as AI-generated, draws confident critiques of features the painting clearly has — reflections, blended color, atmospheric depth — described as missing by viewers who are looking right at them.

Same image	If you think a master made it	If you think a machine made it
Brushstroke variation	Mastery, decades of practice	Inconsistent, no control
Loose composition	Confidence, late-style freedom	No focal point, no cohesion
Atmospheric color	Subtle, painterly	Wrong, garish, off

The trick works because the second judgment feels just as natural as the first. The frame decides what is there to see, and the eye finds it.