How does the Robot ML Skill connection mode function?

The Robot ML Skill connection mode operates on the principle that it must connect to the same tenant for validation. This connection is essential because the machine learning models used by the Robot depend on data and configurations that are specific to that tenant. By validating within the same tenant, the Robot can access the necessary resources, datasets, and any contextual information needed to make accurate predictions or decisions based on the machine learning skills it has.

If the Robot were to connect to a different tenant or operate anonymously, it would not have the required access to the specific datasets and resources linked to the tenant’s configuration, which could hinder its ability to function effectively. The validation process ensures that the Robot can leverage the right models and parameters set for that particular environment, maintaining consistency and reliability in its operations.