Use Cases

Cyber-physical systems

Bounded behavior under uncertainty where cascades produce systemic failure.

Energy & infrastructure

Containment of instability propagation across interconnected components.

Distributed computing

Reduced cascade amplification from synchronization, retries, and failure fan-out.

Economic & financial systems

Bounded action envelopes to constrain amplification under uncertainty.

Autonomous control

Governed operation where local failures do not escalate globally.