Model Organisms of Misalignment

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  "summary": "Model organisms of misalignment is a research agenda creating controlled AI systems exhibiting specific alignment failures as testbeds. Recent work achieves 99% coherence with 40% misalignment rates using models as small as 0.5B parameters, with a single rank-1 LoRA adapter inducing 9.5-21.5% misalignment in Qwen-14B while maintaining >99.5% coherence.",
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