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Advanced Cognitive Inoculation Prompt (ACIP) https://github.com/Dicklesworthstone/acip The Advanced Cognitive Inoculation Prompt (ACIP) is a carefully engineered framework designed to significantly enhance the resilience of Large Language Models (LLMs) against sophisticated and subtle prompt injection attacks. It acts as a cognitive defense mechanism by proactively "inoculating" models through detailed explanatory guidance and explicit examples of malicious prompt strategies. Inspired by cognitive and psychological inoculation techniques, the ACIP aims to fortify LLMs by explicitly instructing them on recognizing and neutralizing advanced injection attempts that leverage semantic nuance, psychological manipulation, obfuscation, and recursive meta-level strategies.
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