DMN17 — Knowledge Sources are not fit for ML or AI purposes

Especially when used in projects that use ML or AI models, the current approach to Knowledge Sources is not fit for purpose. A more structured, template-based approach is needed to specify what information should be captured about a policy document, a regulation, a MVAR/imputation approach, an ML model training regime, data distributions etc. Either a defined set of knowledge source types should be defined with more specific properties or it should be possible to define, exchange and use templates.