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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Karolina Seweryn

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Book Open access Jul 2026

TAPE-JB: Trait-Aligned Prompt Evolution for Jailbreaking Large Language Models

TAPE-JB (Trait-Aligned Prompt Evolution for Jailbreaking LLMs), a genotype-guided evolutionary framework for adversarial prompt generation that searches over structured prompt traits while preserving the original harmful intention is introduced, highlighting the value of structured evolutionary search for systematic red-teaming of language models.

Karolina Seweryn, Anna Wróblewska, Szymon Łukasik · 0 citations

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