Will an LLM be able to match the ground truth >85% of the time when performing PII detection by 2024 end? | Manifold

Will an LLM be able to match the ground truth >85% of the time when performing PII detection by 2024 end?

25

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Dec 31

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PII - personal identification information

Stuff like people's names, numbers and codes that identify stuff (SSN, phone number, passport etc), places, locations, names of orgs, attributes that can be used to identify a person, etc.

GPT-4 outperforms Presidio, Microsoft's custom built tool for PII detection. GPT-4 matches ground truth ~77.4% of the times, while it misses a single PII element ~13% of the time.

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