03Interactive instruments

Prototyping · 2026

Al.Floys

Interactive environments for understanding modern AI.

Executable learning experiences for models, embeddings, attention, and the concepts beneath contemporary AI systems.

Explore Al.Floys

01 / The question

What becomes learnable when an abstract AI concept is turned into an instrument that can be predicted, inspected, and tested?

02 / What exists now

A live browser-based learning environment with focused modes for AI concepts, including an embeddings experience organized around prediction, inspection, and evidence.

03 / One real artifact

Embeddings as an evidence loop

Current interaction grammar

  1. 01Predict
  2. 02Look
  3. 03Evidence

04 / What the work changes

A learner does not only receive an explanation. They form an expectation, encounter a spatial or semantic result, and inspect the evidence that supports or resists it.

05 / Uri’s role

Uri designs and builds the product, its learning interactions, technical architecture, and visual instruments.

06 / Status & provenance

Active public prototype. The live product route remains separate from this site’s study surfaces.

07 / Onward relations

  • Contrast

    Ontogony

    Al.Floys makes model relations inspectable for learning; Ontogony makes consequential system decisions inspectable for institutional use.

  • Foundation

    The Transductive Universe

    TTU develops the philosophical account of relation and becoming that Al.Floys turns into manipulable instruments.