Understanding Prompt Injections: A New Challenge in AI and Human Cognition
Defining Prompt Injections in AI Systems Prompt injections refer to deliberate manipulations within the input given to artificial intelligence systems, aiming to alter the AI's intended response or behavior. These inputs can be crafted to bypass restrictions, reveal sensitive information, or cause the AI to act unpredictably. As AI increasingly influences human decision-making and communication, understanding these injections becomes critical. The Cognitive Interface Between Humans and AI Human interaction with AI involves interpreting and responding to AI-generated outputs. Prompt injections challenge this interface by introducing responses that may mislead or confuse users. This creates a cognitive dissonance where users must discern between authentic AI guidance and manipulated outputs, impacting trust and mental processing. Mechanisms Behind Prompt Injection Attacks Prompt injections exploit the AI's reliance on input text to generate responses. Attackers embed c...