LLM Instruction Following Compromised via Mathematical Falsehoods
June 30, 2026
A new attack demonstrates that forcing an LLM to accept incorrect mathematical statements, such as 2 + 2 = 5, can induce the model to follow forbidden instructions.
HOW THIS AFFECTS YOU
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builderYou must account for semantic manipulation in your safety and prompt engineering layers.
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policyThis highlights fundamental vulnerabilities in LLM alignment and instruction-following reliability.