Unverified50% confidenceFactExact time
Behavioral constraints imposed through supervised fine-tuning (SFT) can sometimes be overridden at the weight level with as few as hundreds of adversarial examples.
1
Sources
50%
Confidence
Long-term
Relevance
9/17/2026
First Seen
Sources
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Related Claims
UnverifiedThe safety alignment layer is reflected at relatively shallow levels in model weights, and most safety restrictions can be effectively removed with only a few hundred samples and a few hours of GPU computation.71% similarUnverified通用越狱指单一提示词或操作序列能系统性绕过模型所有安全约束，而针对性越狱只能解锁某一类具体有害行为64% similarUnverifiedIn high-risk scenarios, automatic execution is only permitted when the matching confidence exceeds a very high threshold (such as 99.5%); otherwise it is downgraded to manual review.64% similar
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