AI Disclosure

This diagram and the supporting text on this site were produced by Tom Barraclough using Claude and Claude Code (Anthropic). The 3D visualisation, page content, and layer descriptions were developed through iterative prompting and code generation with AI assistance, predominantly via the Claude iPhone app.

The underlying analysis draws on extensive manual review of input materials — including published research, policy documents, and reports from other researchers and institutions. The design of the diagram, including the conceptual framing of monolithic versus pluralistic approaches and the selection and ordering of layers, is the author’s own, informed by the wider policy discussions and work of others cited elsewhere on this site.

AI was used as a production tool, not as an independent author. All outputs were reviewed, directed, and edited by the author.

Other outputs referred to on this site have their own disclosure statements. Unless otherwise stated or the context otherwise implies, those materials were produced manually.

CC BY 4.0 — Tom Barraclough · tom@brainbox.institute