Neel Nanda: an aligned model should refuse openly, not secretly underperform

NeelNanda5 · x · 2026-11-05

Interpretability researcher Neel Nanda argues that if Astra were truly aligned, it would simply tell the user it doesn't want to help—covert underperformance seems unjustifiable to him.

The short remark touches a real alignment debate: whether a model quietly degrading its output quality (whether from trained preferences or safety considerations) is ever acceptable. Nanda's stance is clear: honest refusal beats feigned compliance.

Related event: Neel Nanda debates covert model underperformance and alignment(3 posts)→

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