Treating a professional history as a knowledge graph instead of a document

Treating a professional history as a knowledge graph instead of a document

Résumés and bios are static text, which makes them hard to keep accurate over time. Modeling a professional history as a graph instead — sources connected to claims, claims connected to evidence — makes it possible to ask where something came from and update just that piece when it changes. That's the underlying idea behind the professional memory work in ProfileScribe: less about writing a better bio once, more about building a structure that can stay correct as new evidence arrives. It's a data modeling problem before it's a writing problem.