A software engineer used AI to search 400 years of digitized Dutch East India Company archives and historical records, discovering a forgotten meteorite report, unrecorded volcano eruptions, and lost animal accounts. Inspired by a historian's discovery of a dodo reference using AI, the engineer built an automated research pipeline that converted millions of documents into searchable mathematical representations to uncover historical mysteries that had gone unnoticed for centuries.