Cybersecurity

Cybersecurity environments train your model to investigate incidents and act inside an isolated network. This example follows a suspicious connection through host isolation and a service check.

In development

Example task

Network incident response

Conceptual example

Suspicious network activity

An unexpected pattern appears

Isolate affected host

Limit the host’s network access

Verify service availability

Check that required services respond

What the task measures.

Score whether the threat was contained and legitimate services remained available. Connect the model's investigation and containment actions to the resulting network state.

Blocking suspicious activity can also interrupt legitimate work. Checking both containment and service availability tests whether the model resolved the incident without unnecessary disruption.

Work with Kimpton.

Engagements are custom. We agree on the task, inputs, outcomes, and rewards before we build the environment.