Named takes on open-source research.

Calling every cyber actor a hacker collapses authorization, motive and attribution into one vague label. Better OSINT starts with language precise enough to preserve what the evidence actually says.

Clean data, large datasets and dense graphs can still produce bad judgments. Intelligence begins when observations are made relevant, contextualized, challenged and connected to a decision or question.