Why ProfileScribe keeps fact extraction separate from claims
Abstracts
Abstracts
Most tools that summarize your professional work blur two very different jobs: pulling in evidence and deciding what to say about it. In building ProfileScribe, I've kept those steps apart. A crawler agent fetches approved public links and extracts timestamped facts, and only after that does anything become a user-facing claim.
The reason is trust. When extraction and assertion are tangled together, it's easy for a system to overstate what the evidence supports. Separating them means every profile update can be traced back to something concrete, and a person can review it before it's published.