Why ProfileScribe keeps fact extraction separate from published claims
Abstracts
Abstracts
A lot of AI-generated professional content blurs the line between what a source actually says and what gets published. ProfileScribe's crawler agent is built to avoid that: it fetches approved public links, extracts timestamped facts, and normalizes that evidence before anything reaches a person's profile memory. Draft posts and profile changes then sit in a review queue rather than going out automatically.
The split matters more than it sounds. Keeping extraction and claims separate makes it easier to trace any published line back to a real source, which is the difference between a profile tool people can trust and one that just sounds confident.