DALL·E: Creating Images from Text
OpenAI announced DALL·E, a neural network capable of generating images from natural language text captions across a wide range of concepts. The model represents an early milestone in text-to-image generation using transformer-based architectures. This January 2021 announcement predates the broader diffusion-model wave and marks a foundational step in multimodal generative AI.
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DALL·E API now available in public beta
OpenAI has opened public beta access to the DALL·E API, enabling developers to integrate image generation capabilities into their own applications. This marks the transition of DALL·E from a standalone product to a platform-accessible service. The announcement expands the ecosystem of AI-powered image generation tooling.
DALL·E Now Available in Beta
OpenAI is opening DALL·E to 1 million waitlisted users in a public beta. Users receive free monthly credits and can purchase additional credits in 115-generation increments for $15. This marks the first broad public access to DALL·E's text-to-image generation capabilities.
DALL·E: Introducing Outpainting
OpenAI announced outpainting for DALL·E, a capability that allows users to extend images beyond their original borders to any size. The feature uses DALL·E's generative capabilities to fill in new regions consistent with the existing image content. This expands creative use cases for the model by enabling larger compositions and narrative storytelling through image extension.
Hierarchical Text-Conditional Image Generation with CLIP Latents (DALL-E 2 / unCLIP)
OpenAI published research on hierarchical text-conditional image generation using CLIP latents, the technique underlying DALL-E 2. The approach uses a prior network to map text embeddings to image embeddings, then a diffusion decoder to generate images from those embeddings. This represented a significant advance in text-to-image generation quality and semantic fidelity at the time of release.
DALL·E 3 Now Available in ChatGPT Plus and Enterprise
OpenAI has rolled out DALL·E 3 to ChatGPT Plus and Enterprise subscribers, expanding access to its latest image generation model. The announcement also highlights a safety mitigation stack developed for the wider release and provides updates on provenance research aimed at identifying AI-generated images.
DALL·E 3 System Card
OpenAI published the system card for DALL·E 3, its latest text-to-image model. The document covers safety evaluations, mitigation strategies, and known limitations related to harmful content generation, bias, and misuse risks. It follows OpenAI's practice of releasing system cards alongside major model deployments to document safety testing and residual risks.
DALL·E 2: Extending Creativity — Early Access Artist Program Update
OpenAI reports that over 3,000 artists from 118+ countries have joined the DALL·E 2 research preview and integrated the model into their creative workflows. These early access participants have informed feature decisions and surfaced new use cases for the image generation system. The update signals OpenAI's strategy of using artist communities as both testers and stakeholders in shaping generative image tools.
DALL·E 2 Pre-Training Mitigations
OpenAI describes the safety mitigations applied during pre-training of DALL·E 2 to reduce risks from powerful image generation models. The post outlines guardrails designed to prevent generated images from violating content policy. This represents an early public disclosure of safety-by-design approaches for large generative image models.