Notes / / 1 min read

Atmosphere

A visualization of reasoning terrain — close to a thousand sessions rendered as a living nebula of colored gas.

Reasoning as landscape

The Atmosphere is a visualization of how I think across close to a thousand conversations with AI collaborators. Each conversation was observed by Shev, an observer agent that extracts reasoning moves — decomposition, reframing, compression, framework generation, analogical bridging, and others from a 12-type taxonomy.

The visualization renders this data as a living nebula. Not a chart. Not a dashboard. A terrain.

What you’re seeing

194 recurring topics form the spatial structure. Topics that co-occur in conversations cluster together — the force simulation pulls related thinking into proximity. The colors come from what kind of reasoning happens in each region, not what the topic is about. A region heavy on reframing glows magenta. Framework generation appears as teal. Compression as gold. Analogical bridging as emerald.

Color is assigned by deviation — what’s unusual about each region’s reasoning compared to the global average. The most common reasoning type (analytical decomposition, about a third of all moves) is universal, so it contributes almost nothing to color. What you see is the character of thinking, not its volume.

How it’s built

A WebGL fragment shader evaluates a density field at every pixel, computing contributions from all 194 charges simultaneously on the GPU. Three nested layers of fractal noise distort the coordinate space — a technique called double domain warping — creating the liquid, filamentary structure. Without it, you’d see circular blobs. With it, the terrain has wisps, dark lanes, and organic flow.

The blending uses a screen-max hybrid: screen blend preserves hue without washing to white, max blend lets the dominant color win at each pixel. ACES filmic tone mapping — standard in film visual effects — compresses the brightness range while preserving color saturation.

The simulation never stops. The terrain breathes, reshapes, drifts. There is no timeline — all data is present always. Time is folded.

The principle

This is the visual expression of the same idea behind Shev’s voice: the math is underneath, the experience is atmosphere. The data is structured, extracted, classified. But you don’t see any of that. You see terrain forming.

View the Atmosphere →