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A Holistic Approach to Undesired Content Detection in the Real World

OpenAI Blog · 2024-06-20 Cached

OpenAI presents a comprehensive framework for building robust content moderation systems through careful taxonomy design, data quality control, active learning pipelines, and techniques to prevent overfitting. The approach detects multiple categories of undesired content including sexual content, hate speech, violence, and self-harm, achieving performance superior to existing off-the-shelf models.

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