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Theoretical Limits of Language Model Alignment

Apple Machine Learning Research ·

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Summary

Language model (LM) alignment improves model outputs to reflect human preferences while preserving the capabilities of the base model. The most common alignment approaches are (i) reinforcement learning, which maximizes the expected reward under a KL-divergence constraint, and (i

Source
Apple Machine Learning Research
Published (IST)
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Who reported “Theoretical Limits of Language Model Alignment”?

Apple Machine Learning Research, on 12 Nov 2026. The full article is at the source link on this page.

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