DALL·E 2 is a new AI system that can create realistic images and art from a description in natural language. It has the ability to combine concepts, attributes, and styles to generate original compositions. Additionally, DALL·E 2 can make realistic edits to existing images based on a text caption, taking into account shadows, reflections, and textures. The system has learned the relationship between images and text, using a process called “diffusion” to gradually transform random dots into recognizable images. DALL·E 2 has been preferred over its predecessor for its improved caption matching and photorealism. OpenAI has implemented safety mitigations to limit the generation of explicit or harmful content. The development of DALL·E 2 involved learning from real-world use and gradually expanding its user base. The goal of DALL·E 2 is to empower people creatively and contribute to the understanding of AI systems.
| Signal | Change | 10y horizon | Driving force |
|---|---|---|---|
| DALL·E 2 can create realistic images and art | Creation of realistic images and art | Improved AI systems for image generation | Advancements in AI technology |
| DALL·E 2 can expand images beyond the original | Expansion of image compositions | More dynamic and expansive artistic creations | Desire for more creative possibilities |
| DALL·E 2 can make realistic edits to images | Realistic image editing capabilities | Streamlined and efficient image editing | Demand for efficient and realistic image editing |
| DALL·E 2 can create variations of an image | Generation of image variations | Diverse interpretations of original images | Need for creative exploration and experimentation |
| DALL·E 2 has improved resolution and realism | Higher resolution and realistic images | Enhanced visual quality and accuracy | Advancements in AI technology |
| DALL·E 2 has safety mitigations | Minimization of explicit content | Reduced exposure to violent and adult images | Ethical considerations and user protection |
| DALL·E 2 is gradually released to more users | Expanding accessibility of the system | Increased availability and user base | Gradual improvement and confidence in safety |
| DALL·E 2 empowers creative expression | Facilitation of creative self-expression | Enhanced creative opportunities and freedom | Enabling individuals to unleash their creativity |
| DALL·E 2 contributes to understanding AI | Insight into AI systems’ perception | Improved understanding of AI’s view of the world | Advancing the mission of beneficial AI development |