DALL·E 3 System Card

DALL·E 3 is an AI system designed to generate new images from text prompts. It improves upon its predecessor, DALL·E 2, specifically by enhancing caption fidelity—the accuracy with which the model follows the text prompt—and overall image quality.

Technical Improvements and Capabilities

DALL·E 3 focuses on two primary technical advancements over DALL·E 2: improved caption fidelity and higher image quality. By refining how the model interprets text prompts, DALL·E 3 can generate images that more closely align with the user's intended description.

Safety and Deployment Preparations

To prepare DALL·E 3 for deployment, OpenAI conducted a comprehensive safety process involving several key components:

External Expert Red Teaming

OpenAI engaged external experts to perform red teaming, a process of adversarial testing to identify vulnerabilities and potential for misuse of the model.

Risk Evaluation

The system card outlines evaluations of key risks associated with the image generation model, specifically focusing on identifying unwanted behaviors and potential harms.

Risk Mitigations

OpenAI implemented mitigations to reduce the risks posed by the model and to minimize the occurrence of unwanted behaviors, ensuring the model is safer for general deployment.