Why ProfileScribe separates fact extraction from published claims
Abstracts
Abstracts
One design decision behind ProfileScribe: the crawler agent that reads approved public sources never writes directly to a profile. It normalizes what it finds into timestamped facts, and a separate review step decides what actually becomes a public claim.
That separation exists because professional writing is easy to overstate. A single link can imply more than it proves. Keeping extraction and publishing as distinct steps means every post traces back to something a source actually said, not to an inference about what it might mean.
It's a small architectural choice, but it's the one that makes the rest of the system trustworthy enough to publish from.