Nietzsche
Scaled Interpretations
The classic idea
There are no facts, only interpretations, and interpretations are never neutral. Perspective is shaped by will, and will is shaped by power.
The AI inversion
Scaled interpretations. AI doesn't just generate a perspective, it generates the same perspective for millions of people simultaneously, at the scale and speed no single human voice ever had.
"Whose interpretation gets scaled?"
Nietzsche's perspectivism was never relativism in the lazy sense. He wasn't saying every view is equally valid. He was saying every view comes from somewhere, shaped by a will to power that prefers some readings of the world over others, and pretending otherwise is its own kind of dishonesty.
AI systems generate interpretation as a default behavior, summarizing, ranking, explaining, recommending, each output a perspective dressed as neutral output. The danger Nietzsche would flag isn't that AI has a perspective. Everything does. It's that this particular perspective gets repeated identically across an enormous number of people, who experience it as simply "the answer" rather than as one will's framing of the world.
That's the inversion. Nietzsche feared a single morality flattening human variety. AI risks something structurally similar at greater scale: not one tyrant's perspective, but one model's, distributed quietly into millions of individual judgments that feel like their own.
Why it matters
Whoever shapes a model's defaults shapes interpretation for everyone who uses it, usually without either side noticing it happened.
The question AI brings back
If every output is an interpretation, who decided which will it expresses, and who scaled it this wide?
Sources for further reading
- Friedrich Nietzsche, On the Genealogy of Morals
- Michel Foucault, Discipline and Punish
