About & methodology
The people behind the data
Work Impact Atlas collects personal accounts of how people say AI has changed their working lives. It is a conversation and a map of experiences, not an estimate of AI-caused unemployment.
What a map point means
One published story from a member who connected a LinkedIn account. Points use approximate province or state centers. Several stories in one region are grouped.
What the seal means
“LinkedIn connected” means the member controlled a LinkedIn account when connecting it. It does not verify identity, employment, or the story.
Privacy
Email, private profile company, and LinkedIn account details are not published. A member can choose to publish a company name with a story. Names are hidden unless members opt to display them. We do not collect device coordinates.
Moderation
Stories and replies appear immediately. Anyone can report content, and administrators can hide it. Hidden stories are removed from public counts and the map.