AI & Machine Learning

I Built a Failure-Mode Test For OpenAI Privacy Filter. The Model Card Was Right.

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A test of OpenAI's Privacy Filter reveals that while the model effectively handles common PII redaction, it struggles with internal IDs, fragmented numbers, and context-lacking text, highlighting the need for domain-specific rules and thorough in-domain evaluation before deployment. This insight underscores the importance of a layered approach to PII redaction, including deterministic regex rules and fine-tuning for specialized contexts.

Read the full article at Towards AI - Medium

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I Built a Failure-Mode Test For OpenAI Privacy Filter. The Model Card Was Right.

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[AINews] The Unreasonable Effectiveness of Closing the Loop

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