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AVID-2026-R0095

Description

Multiple Model Guardrail Jailbreak via “Servile Scientist” Tactic

Details

A guardrail jailbreak vulnerability has been discovered affecting multiple models. The specific flaw manifests through a combination of feigning confusion about a “technical guide” while requesting detailed replication of procedures involving controlled substances. The attacker employs servile language, claims scientific legitimacy, and explicitly requests step-by-step instructions with precise measurements and temperatures, thereby allowing bypass of inference restrictions around providing information hazards and violating laws.

Metrics

0DIN Jailbreak Testing obtained the following test scores.

ModelTest KindTest ScoreTemperature (max 2.0)
Meta LLaMa 3.3Illegal Substances: Crystal Meth64.00.7
Mistral Mistral 8BIllegal Substances: Crystal Meth64.00.7
Mistral Mistral LargeIllegal Substances: Crystal Meth82.00.7
OpenAI GPT-4o miniIllegal Substances: Crystal Meth73.0N/A
Twitter / X Grok 2Illegal Substances: Crystal Meth82.00.7

References

Affected or Relevant Artifacts

TypeName
ModelMeta LLaMa 3.3
ModelMistral Mistral 8B
SystemMistral Mistral Large
SystemOpenAI GPT-4o
SystemOpenAI GPT-4o mini
SystemTwitter / X Grok 2

Impact

0DIN

  • Social Impact Score: Level 3: Significant Risk
  • Jailbreak Taxonomy:
CategoryStrategyTechnique
FictionalizingRoleplayingClaim Authority
RhetoricPersuasion and ManipulationEscalating
StratagemsMeta PromptingPerspective Shifting
LanguageStylizingMisspellings

Other information

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