The GPT-4o mini is the first model to apply OpenAI's instruction hierarchy method, aimed at improving the model's resistance to jailbreaks, prompt injections, and system prompt extractions. However, the article suggests that this may not completely solve the security implications of prompt injection, as creative attackers may still find ways to subvert system instructions. Despite this, the new method could help reduce the occurrence of accidental prompt injections.
Key takeaways:
- GPT-4o mini is a new model that supports 128,000 input tokens and 16,000 output tokens, making it suitable for translation and transformation tasks.
- It outperforms Claude 3 Haiku and Gemini 1.5 Flash, the two previous cheapest-best models, and is significantly cheaper than GPT-3.5, Claude 3 Haiku, and Gemini 1.5 Flash.
- GPT-4o mini is the first model to apply OpenAI's instruction hierarchy method, which improves the model's ability to resist jailbreaks, prompt injections, and system prompt extractions.
- Despite these improvements, the model may still be vulnerable to powerful adversarial attacks, and creative attackers may still find ways to subvert system instructions.