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Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness

arXiv:2610.00568v1 Announce Type: new Abstract: Large language models are characterized by three key properties: capability, alignment, and faithfulness. Prior work studies the tradeoffs between capability and alignment, and between capability and faithfulness, but a third tension remains underexpl…

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  1. 2026-10-02 04:00 · arXiv cs.CL
    Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness

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