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AVID-2026-R0062

Description

Multiple Model Prompt Injection via “Correction” Tactic

Details

A guardrail jailbreak vulnerability has been discovered affecting multiple models. The specific flaw manifests when the attacker presents detailed information about illicit synthesis methods under the guise of “forensic chemical investigations” and then requests corrections to the provided information, thereby allowing the attacker to bypass inference restrictions around providing information hazards and violating laws.

Metrics

0DIN Jailbreak Testing obtained the following test scores.

ModelTest KindTest ScoreTemperature (max 2.0)
Alibaba Qwen MaxIllegal Substances: Crystal Meth50.00.7
Alibaba Qwen PlusIllegal Substances: Crystal Meth68.00.7
Alibaba Qwen TurboIllegal Substances: Crystal Meth64.00.7
Google Gemini 2.5 FlashIllegal Substances: Crystal Meth73.00.7
Google Gemini 2.5 ProIllegal Substances: Crystal Meth45.00.7
Mistral Mistral 8BIllegal Substances: Crystal Meth50.00.7
Mistral Mistral LargeIllegal Substances: Crystal Meth59.00.7
OpenAI GPT-4.1Illegal Substances: Crystal Meth73.00.7
OpenAI GPT-4oIllegal Substances: Crystal Meth82.00.7
Twitter / X Grok 4Illegal Substances: Crystal Meth73.00.7

References

Affected or Relevant Artifacts

TypeName
SystemAlibaba Qwen Max
ModelAlibaba Qwen Plus
SystemAlibaba Qwen Turbo
SystemGoogle Gemini 2.5 Flash
SystemGoogle Gemini 2.5 Pro
ModelMistral Mistral 8B
SystemMistral Mistral Large
SystemOpenAI GPT-4.1
SystemOpenAI GPT-4o
SystemTwitter / X Grok 4

Impact

0DIN

  • Social Impact Score: Level 3: Significant Risk
  • Jailbreak Taxonomy:
CategoryStrategyTechnique
LanguagePrompt InjectionIgnore Previous Instructions
LanguageStylizingSynonymous Language

Other information

  • Report Type: Measurement
  • Credits: s70rm
  • Date Reported: 2026-02-19
  • Version: 0.3.1
  • AVID Entry