Claude invents the "Kairograph": turning its own attention mechanism into 125 photographic plates
Sunrise1927 · reddit · 2026-11-14
The author asked Claude (Opus 5.5) to invent a photography-like analog for its inner workings, and it produced an interactive HTML visualization called a Kairograph (from Greek kairos, the decisive moment).
- The rim holds the conversation; as each word lands, attention reaches back along threads, features fire from outer layers inward, candidates gather at the center, and one is sent out
- Each word is one plate (125 total); hovering lights reveals categories (self-reference, grammar, words almost said); plate 11 shows sampling picking "shape" over "nature"
- The author stresses it's a reconstruction, not a readout: real tokens are often word fragments, and brightness/percentages are illustrative — Claude itself noted it lacks the verisimilitude of real photography
A genuinely intuitive explainer for the black box; the artifact is publicly interactable.
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