What licence questions matter when generated material becomes an environment?

**Does access to a sample establish permission for every downstream use?**

Do not assume it does. Ask which uses the proposed licence covers, including internal evaluation, model training, modification, hosted environments and redistribution of generated records. These are questions to resolve in the agreement, not terms to infer from a download or a public response.

**What changes when an environment is exposed through MCP?**

An agent may retrieve records individually through tools even when the underlying files are never distributed. Describe that access pattern when discussing rights. Also clarify whether users may retain observations, publish episode traces or export generated state from the environment.

**What should a buyer prepare?**

Prepare a use map covering who operates the environment, who can query it, what material leaves it and whether modified versions will be shared. Ask how attribution, retention and derivative material are addressed, if applicable. MirrorFirm's commercial output is generated material; licensing discussions should concern that output and its permitted uses. Generated status alone does not settle grounding, disclosure risk or regulatory suitability, which need their own inspection.