Each essay on AI-skiftet has its own source notes embedded in the text. This page brings together the principal recurring sources in one place, to make the series easier to evaluate and to follow up on.

The selection is intentionally selective. The aim is not to build a comprehensive academic bibliography, but to make substantive claims traceable and to point onwards to primary or clearly authoritative materials where possible.

Swedish policy and governance

Work, adoption and productivity

AGI, safety and consciousness

Energy, storage and cost curves

On the sourcing apparatus

The series is written as essays, not as academic articles. The source notes are therefore selective: they are meant to make substantive claims traceable, show what kind of evidence is used, and help the reader distinguish between observation, inference, scenario and normative reasoning.

Where the text draws on personal experience from industry-near projects, this is stated explicitly in the essay. Where the text makes scenarios or normative proposals, these should not be read as established fact, but as arguments that the reader can examine and take a position on.