Why ProfileScribe separates fact extraction from published claims
Abstracts
Abstracts
Most automated profile tools blur two different jobs: pulling facts from a source, and deciding what to say publicly. ProfileScribe keeps those steps apart. A crawler agent prototype fetches approved public links and extracts timestamped facts first, before anything reaches the profile itself. Those facts then sit in a source graph and a review queue, where changes and post drafts can be checked against the original evidence rather than trusted on faith.
The reasoning is simple: a system that drafts your professional story should be able to show its work. Keeping extraction and claims separate is what makes that possible, and it's the part of the design worth paying attention to.