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Tuesday, March 21, 2023

New-and-Improved Content material Moderation Tooling

We’re introducing a new-and-improved content material moderation device: The Moderation endpoint improves upon our earlier content material filter, and is accessible without cost at this time to OpenAI API builders.

To assist builders defend their purposes in opposition to attainable misuse, we’re introducing the quicker and extra correct Moderation endpoint. This endpoint supplies OpenAI API builders with free entry to GPT-based classifiers that detect undesired content material — an occasion of utilizing AI methods to help with human supervision of those methods. We’ve got additionally launched each a technical paper describing our methodology and the dataset used for analysis.

When given a textual content enter, the Moderation endpoint assesses whether or not the content material is sexual, hateful, violent, or promotes self-harm — content material prohibited by our content material coverage. The endpoint has been educated to be fast, correct, and to carry out robustly throughout a spread of purposes. Importantly, this reduces the possibilities of merchandise “saying” the unsuitable factor, even when deployed to customers at-scale. As a consequence, AI can unlock advantages in delicate settings, like schooling, the place it couldn’t in any other case be used with confidence.





Moderation endpoint

The Moderation endpoint helps builders to profit from our infrastructure investments. Fairly than construct and keep their very own classifiers—an in depth course of, as we doc in our paper—they will as a substitute entry correct classifiers by means of a single API name.

As a part of OpenAI’s dedication to making the AI ecosystem safer, we’re offering this endpoint to permit free moderation of all OpenAI API-generated content material. As an illustration, Inworld, an OpenAI API buyer, makes use of the Moderation endpoint to assist their AI-based digital characters “keep on-script”. By leveraging OpenAI’s expertise, Inworld can give attention to their core product – creating memorable characters.

Moreover, we welcome using the endpoint to average content material not generated with the OpenAI API. In a single case, the corporate NGL – an nameless messaging platform, with a give attention to security – makes use of the Moderation endpoint to detect hateful language and bullying of their software. NGL finds that these classifiers are able to generalizing to the most recent slang, permitting them to stay more-confident over time. Use of the Moderation endpoint to observe non-API site visitors is in personal beta and will probably be topic to a price. In case you are , please attain out to us at help@openai.com.

Get began with the Moderation endpoint by testing the documentation. Extra particulars of the coaching course of and mannequin efficiency can be found in our paper. We’ve got additionally launched an analysis dataset, that includes Widespread Crawl knowledge labeled inside these classes, which we hope will spur additional analysis on this space.

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