"Neurons aren't already clean — interpretability just covers the dunghill with snow"

1a3orn · x · 2026-10-20

An interpretability critique doing the rounds: "Neurons are not 'already clean.' But their uncleanliness can be covered over by good interpretability techniques, like snow covering a dunghill." The post pairs the line with Cranach's portrait of Martin Luther as a visual metaphor, arguing that clean explanations may merely dress up messy internals rather than reveal them.

Original post →

More from Fun

Fun channel →