What licence questions matter when generated content is embedded in an environment?

**What should we describe when requesting licence terms?**

Explain whether the generated content will remain inside an internal simulator, appear in a customer-facing hosted environment or be distributed as downloadable scenario files. These uses involve different forms of access and should be addressed explicitly in the proposed licence.

**Does transforming the material settle the question?**

Do not assume it does. Describe planned modifications, including converting records into prompts, combining scenario components and generating derivative episodes. Ask how the licence would treat those activities and the resulting assets.

**What about agent traces and evaluation reports?**

State whether reports will include record excerpts, full conversations or replayable episodes. Ask which outputs may be shared and whether any notices or attribution requirements would apply. Also identify access by contractors or infrastructure providers where relevant to deployment.

**What should we avoid assuming?**

The fact that the material is generated does not itself establish redistribution rights or resolve disclosure risk. MirrorFirm's proposed terms and the release documentation need inspection. A useful first step is a written description of the deployment and export paths, followed by a licence review against those specific uses.