Rebound

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Platform / Module 01

Predictability
Dashboard

The first commercial AI trust gauge. For every connected data stream, the dashboard computes the live Lyapunov exponent λ, the effective decision horizon k*, and the current chaos regime — then surfaces drift alerts the moment conditions change.

energy-ops / predictability
live · 1Hz
Workspace
energy-ops · production
Lyapunov λ
0.087
+0.004 / 5m
Horizon k*
14steps
≈ 14h ahead
Regime
Transitional
since 06:12 UTC
Drift alerts
2
1 new
Lyapunov exponent / wind_dispatch · onshore-NL
λ over the last 60 minutes
rolling · 5-min window
λ threshold
Current horizon · k*
14steps ahead

Requests for horizons k ≤ 14 are allowed. Beyond that, Rebound will route to a safer model or block the call entirely.

Active streams
wind_dispatch / onshore-NL
λ
0.087
k*
14
Regime
Transitional
wind_dispatch / offshore-UK
λ
0.112
k*
9
Regime
Chaotic
fx / EURUSD_tick_1s
λ
0.041
k*
38
Regime
Predictable
coding / agent_session_8f3c
λ
0.063
k*
22
Regime
Transitional
grid / pjm_load_5m
λ
0.029
k*
60
Regime
Predictable
Drift alerts
12:14:02· wind_dispatch / offshore-UK

k* shifted from 22 → 9. Regime → Chaotic. Blocking horizons > 9 steps.

11:47:38· coding / agent_session_8f3c

Drift detected. λ rising 3σ above 24h baseline. Human checkpoint recommended.

energy-opseu-west-1
v 1.0.0-mvp

What the dashboard tells you
that nothing else can.

Live λ estimation on streaming data

Online Lyapunov exponent on 1-second to 1-hour windows. No batch retraining. Updates as market regime, weather, or task chain shifts.

k* derivation, not guessing

We translate λ into a hard, interpretable forecast horizon — the step beyond which the model's output is statistically indistinguishable from noise.

Regime classification

Every stream is continuously labeled Predictable, Transitional, or Chaotic. Dashboards, webhooks, and the selector all consume the same signal.

Drift-aware alerts

We alert when λ rises 3σ above baseline or when k* compresses materially. Webhook payloads are structured for Slack, PagerDuty, or Opsgenie.

See your own λ and k*.

Bring a dataset. We return your Predictability Audit in 10 business days.