Why fact extraction and public claims stay separate in ProfileScribe
Abstracts
Abstracts
A lot of profile tools blur two very different jobs: pulling facts from a source and deciding what's safe to say publicly. ProfileScribe's crawler agent prototype only handles the first part. It fetches approved public links and extracts timestamped facts, normalizing that evidence before it ever reaches the professional memory that drafts look like they come from.
Keeping extraction separate from claim-making matters because it gives a review queue something concrete to check against: not a summary of a summary, but the original evidence trail. That separation is the difference between a profile tool that sounds confident and one that can show its work.