Calyx
Search
Log in Start

Product

The public face of Calyx.

The website is a learning platform, product story, and research showcase. It starts with a fast Cloudflare surface and grows toward real Calyx demos backed by the aiwonder Aster vault.

Grounded tutor

Socratic, citation-first, fail-closed when the docs do not support an answer.

Constellation demos

Inputs become measured points, associations, kernels, and provenance trails.

Builder cohort

Weekly classes and community accountability for shipping real systems.

Measure → Count → Differentiate → Compose

How Calyx works, in four verbs.

The same four verbs run on every input. These still diagrams are the same sequence used across the site; nothing needs to move to be understood.

  1. A single input point on the left fans through a vertical panel of lens apertures and is re-plotted as a small cyan constellation on the right.
    Measure One input is seen through many independent lenses, becoming a constellation instead of one flattened vector.
  2. A constellation of cyan stars connected by a web of lines; bright cyan lines mark strong agreement and dim indigo lines mark weaker associations.
    Count Calyx derives the associations between those views — agreement and relationship — into a connected concept graph.
  3. A panel of lens apertures glowing at different intensities; a few bright cyan lenses stand clearly apart from several dimmed indigo ones.
    Differentiate It quantifies the unique signal each lens actually adds, keeping the informative lenses and de-weighting the redundant ones.
  4. Cyan association lines converge on a single brass kernel ringed in cyan, with a short trail of cyan citation nodes leading away from it.
    Compose Where the lenses agree, one grounded kernel forms behind a fail-closed guard — and every answer leaves a citation trail.

Use cases

What builders ship on Calyx.

A query sends sightlines toward a dim, unresolved constellation; a cyan guard ring holds at the boundary and no bright kernel forms.
Grounded RAG that refuses When the evidence does not support an answer, the system holds at a fail-closed guard instead of bluffing — no kernel blooms until the sources back it.
Small constellations filed into an indigo archival lattice; a recall sightline draws one stored constellation forward so it glows cyan again.
AI memory app Each input is kept as a distinct constellation in durable memory and recalled grounded, rather than flattened into one opaque blob.

Go deeper

Three ways into the product story.

How it works

The mechanism, in four verbs.

Token to grounded kernel, step by step, with the subsystem that owns each move.

 Use cases

What builders ship on Calyx.

Grounded RAG that refuses, durable AI memory, and the proof behind each.

 The subsystems

One instrument per move.

The ten engine subsystems — Sextant, Lodestar, Ward, Loom and the rest — each illustrated.

 Manifesto

Store meaning, not tokens.

The thesis essay: why distinctions stay distinct and why the system would rather abstain.