OpenAI Blog

Reducing bias and improving safety in DALL·E 2

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Today, we are implementing a new technique so that DALL·E generates images of people that more accurately reflect the diversity of the world’s population.

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OpenAI Blog
Jun 28, 2022

DALL·E 2 pre-training mitigations

In order to share the magic of DALL·E 2 with a broad audience, we needed to reduce the risks associated with powerful image generation models. To this end, we put various guardrails in place to prevent generated images from violating our content policy.

arXiv AI
Jul 29

Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed

arXiv:2607. 24898v1 Announce Type: cross Abstract: State-of-the-art toxicity detectors for text-to-image generation adopt a one-size-fits-all approach: a single universal model applying fixed safety guidelines to all users.

By Xinnuo Xu, Anja Thieme, Daniela Massiceti, Ioana Tanase, Rita Marques, Melanie Fernandez Pradier, Martin Grayson, Camilla Longden, Cecily Morrison