Alignment debate: models are context-dependent distributions, so alignment is impossible

gerardsans · x · 2026-09-18

Replying to @stevesi, @gerardsans argues that alignment rests on a false assumption — that there is a fixed something to align. A model is a mathematical distribution whose behavior changes with context rather than a fixed trait, so alignment under current technology is impossible. He adds that it "can't be buggy because it's probabilistic — it behaves exactly how it was designed."

Related event: Statistician Argues LLM Alignment Is Impossible Since Models Are Distributions(2 posts)→

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