• The sandbox contains. Who decides?

    Open-source agent sandboxes such as OpenShell make containment much stronger. Containment answers what an AI/SI agent can do. Oversight still has to answer what it should do, who approved the rule, and how you prove it.

  • Why autonomous systems need runtime monitoring

    Testing before release tells you how an autonomous system behaved in the lab. Runtime monitoring tells you what it is doing now, and why.

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