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News/Inoculation Adapters: Improved Selective Generalization of Capabilities with Fewer Surprising Backdoors
arxiv
PublishedJuly 18, 2026 at 4:00 AM
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Inoculation Adapters: Improved Selective Generalization of Capabilities with Fewer Surprising Backdoors

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Publisher summary· verbatim

arXiv:2606.30252v2 Announce Type: replace Abstract: Inoculation prompting is a selective-generalization technique used against Emergent Misalignment. We introduce inoculation adapters (IA), a family of methods that similarly reduce the optimization pressure to learn undesired traits by strengthening

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arxiv
Read original ↗All from arxiv →
Tags
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#selective-generalization#emergent-misalignment#regularization#fine-tuning

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