Comment by traceroute66
12 hours ago
> Think, ingesting call transcripts where those calls may include credit card numbers or private data. The call transcripts are very useful for various things, but for obvious reasons we don't want to ingest the PII.
Credit card numbers are deterministic. A five year old could write a script to strip out credit card numbers.
As for other PII ? You're seriously expecting an LLM to find every instance of every random piece of PII ? Worldwide ? In multiple languages ? I've got an igloo I'd like to sell you ...
I think this is a bit dramatic of a comment. Credit card numbers relayed over the phone are not deterministic...
"four three uh let's see sorry my vision is bad six eight..."
Easy versions of problems are easy. But reality is messy.
And no, neither I nor anybody else is expecting a 50B parameter model to find every instance. But finding 90% or 95% or 99% is pretty good, and sufficiently good for many use cases.