Are you building a service based on GPT-3? Beware of prompt injection attacks

In Simon Willison's blog post, he discusses a growing phenomenon known as 'prompt injection,' which has become increasingly prevalent with the rise of artificial intelligence systems. Prompt injection refers to the manipulation of input data in such a way that compels a model to generate unintended or dangerous responses. The author provides several examples, including situations where a user may input malicious commands that affect the model's interpretation. Willison emphasizes the importance of security in artificial intelligence, especially regarding the development of interactive systems. He also highlights the need for appropriate protocols that could mitigate the risks associated with these types of attacks. Finally, the author urges developers to consciously design their systems to be more resistant to potential abuses related to prompt injection.