Use case · Related prototype
Find text to redact
Mark spans instead of writing a new document.
- Original message
- Locate name spans
- Review highlighted text
A support tool could highlight names before a transcript is shared. Returning exact text spans lets the application show what would be removed before changing the document.
Where the small model fits
A model assigns labels to tokens or character spans. The application applies redaction using those locations rather than asking a language model to rewrite the entire message.
What would need to work
Measure missed names and incorrect removals. The current prototype covers names; it is not a complete detector for addresses, account numbers or every kind of personal information.