CAUM Live Sandbox | Structural Attestation Demo

SPACE: GRID_HASH_SPACE_V1

CLIENT: trajectories + discretization

SET API

NEW SESSION

CAUM ON

TUTORIAL

THEME

Trajectory space
This area generates a stream of discrete states via discretization (position â state_id).
Create loops by repeating paths; watch Eâ and Dâ. Use TUTORIAL for the full walkthrough.

LOCAL Status: Simulation running.

Demo guide

Goal: show when an execution stream is busy but no longer making structural progress.

read-only no prompts/payloads

1) Choose a scenario

Use Scenario (Motion) to generate trajectories (Explorer, Loop, Stall, Mixed). This affects the state stream CAUM sees.

2) Watch E and D together

E (Novelty) rises when new states appear. D (Friction) rises when the window revisits old states. The demo highlights regimes (HEALTHY / GRIND / STAGNANT / LOOP) based on structural trajectory analysis and persistence.

3) Observe vs Attest

Observe shows live diagnostics only. Attest stores hash-chained structural evidence when live alerts are emitted. This is still read-only: CAUM records signals, it does not control execution.

4) Demo API (preloaded)

This sandbox starts a temporary CAUM Live session in the browser. No API key is embedded in the public page; CAUM returns a short-lived session token for this demo flow.

5) What âgoodâ looks like

Try to create a loop (repeat the same tool/state pattern). You should see E collapse and D spike within a few iterations. Thatâs the point: early structural warning before timeouts/max-iterations.

Reminder: thresholds in this demo are calibrated for the shown discretization. In production, discretization and windows are calibrated per workflow.

Scenario (Motion)

Explores new states (high E)

Oscillates / revisits states (high D)

Moves but saturates quickly (Eâ)

Alternates behaviors over time

Display OBSERVE

Monitor diagnostics only

Store structural evidence when persistent

CAUM LIVE Observation: OFF

OFF

Kernel Output (Client)

Live Logs

Evidence Vault

CAUM emits structural attestation when live evidence crosses the alert threshold.

cell 24

Persistence (p / threshold)

0 / 6

Selected Evidence

Turn CAUM ON to start a temporary Live session.