INTERACTIVE SANDBOX

What this demo shows

A guided visualization of CAUM's core capability: detecting structural stagnation from mathematical trajectories alone, independent of API context.

What to look for

  • Explorer: Navigates to novel states → higher E (Expansion), lower D (Density).
  • Loop / Grind: Unproductive revisitation of states → E saturates, D rises rapidly.
  • Transitions: Real-time regime shifts as system behavior degenerates.

Why we built it

  • To make complex structural invariants visually obvious via deterministic charting.
  • To demonstrate CAUM as a strictly passive, read-only infrastructure layer.
  • To preview the cryptographic receipts verifiable by institutional auditors.

Interactive Sequence (2 minutes)

1 Launch System Canvas 2 Inject Structural Loop 3 Read Deterministic Anomaly Vector

Note: This is a frontend visualization of the background deterministic trajectory analyzer. Production pilots use strict JSONL endpoints.