Crawler agent prototype extracts timestamped facts from approved public sources.
Abstracts
Abstracts
A crawler agent prototype in this work fetches approved public links and pulls out timestamped facts. The important design choice isn't the fetching itself, it's keeping that raw extraction separate from any claim a profile eventually makes.
Evidence gets normalized first. Only after that does it become a candidate for someone's professional record, and even then it goes through review rather than straight to publish. That separation is what makes agent-written updates something a person can actually stand behind, instead of a black box guessing at their career.