Every matter's title became a 384-dimension AI embedding, projected to 3D.
Matters that read alike sit together; the axes are abstract — only proximity carries
meaning. Nothing about the layout was told to it: the structure emerged from the data itself.
What you're looking at
Every dot is one matter. The AI read each matter and placed similar ones
near each other — tight clumps are runs of near-identical work, the big continents are
whole practice areas, and lone dots are unusual matters. Colour = practice family.
Why are there islands? A clump floating apart is a group of matters whose
language is unlike everything else in the book — typically one client's production-line work
or a distinct product line. Click any island and the map will name it.
Things to try
Drag to orbit · scroll to zoom
Click a colour in the legend — one practice family's true shape
Pick an AI-discovered cluster below the map — spotlight + summary
Press Play — watch the book grow year by year Sweep the mouse — each region lights up and names itself Click a region to focus that cluster · then click a dot inside it — the
tooltip explains why the AI placed it there and which matters it reads most like
Double-click anywhere to reset
drag to orbit · scroll to zoom · sweep to discover · click to focus a cluster · double-click resets