Essay

Critique of Human Feedback for Model Alignment

A project lead for a new AI assistant states, 'Relying on human preference data is the only truly effective way to ensure our model is helpful and harmless. The associated challenges are simply the cost of doing good work and can be overcome with a sufficient budget.' Critique this statement. In your response, evaluate the validity of the project lead's position by discussing the full spectrum of limitations associated with this alignment approach.

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Updated 2025-10-06

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