Every matter's title became a 384-dimension AI embedding, projected to 3D.
Matters that read alike sit together; the axes are abstract, so 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 for one practice family's true shape
Pick an AI-discovered cluster below the map for a spotlight and summary
Press Play to watch the book grow year by year Sweep the mouse and each region lights up and names itself Click a region to focus that cluster · then click a dot inside it, and 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