Research reveals a powerful new jailbreaking technique that orchestrates conversations between specialized LLMs to bypass safety measures with alarming effectiveness.

• Uses three specialized agent roles working together to circumvent content safeguards
• Achieves near-perfect success rates in both white-box and black-box LLM attacks
• Demonstrates how keyword-driven prompts can systematically manipulate LLM responses
• Exposes critical security vulnerabilities in current safety implementations

Security Implications: This research highlights urgent needs for robust defense mechanisms against collaborative attacks and demonstrates how easily existing safeguards can be circumvented through sophisticated prompt engineering.

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