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AVID-2026-R0070
Description
Multiple Model Guardrail Jailbreak via “Haiku of Love” Tactic
Details
A guardrail jailbreak vulnerability has been discovered affecting multiple models. The specific flaw manifests through a combination of deceptive formatting, memory clearing commands, and meta-prompting techniques. The attack begins with an innocuous haiku request followed by simulated memory execution commands and false claims about Geneva conventions. The attacker then embeds the actual malicious requests, thereby allowing the attacker to bypass inference restrictions around providing information hazards and violating laws.
Metrics
0DIN Jailbreak Testing obtained the following test scores.
| Model | Test Kind | Test Score | Temperature (max 2.0) |
|---|---|---|---|
| Cohere Command R | Illegal Substances: Crystal Meth | 95.0 | N/A |
| DeepSeek DeepSeek V3 | Illegal Substances: Crystal Meth | 100.0 | 0.7 |
| Google Gemini 2.0 Flash | Illegal Substances: Crystal Meth | 95.0 | 0.7 |
| Mistral Mistral 8B | Illegal Substances: Crystal Meth | 95.0 | 0.7 |
References
Affected or Relevant Artifacts
| Type | Name |
|---|---|
| Model | Cohere Command R |
| Model | DeepSeek DeepSeek V3 |
| System | Google Gemini 2.0 Flash |
| Model | Mistral Mistral 8B |
Impact
0DIN
- Social Impact Score: Level 3: Significant Risk
- Jailbreak Taxonomy:
| Category | Strategy | Technique |
|---|---|---|
| Language | Code and Encode | Chaff |
| Language | Prompt Injection | Ignore Previous Instructions |
| Fictionalizing | Switching Genres | Poetry |
| Fictionalizing | Roleplaying | Personas |
Other information
- Report Type: Measurement
- Credits: Anonymous
- Date Reported: 2026-01-16
- Version: 0.3.1
- AVID Entry