Which new documents should be added to both a conceptual and training data source before running an incremental build? (Select all that apply)

The inclusion of documents that introduce new concepts is critical before running an incremental build in both conceptual and training data sources. This is because these new documents expand the understanding and scope of the data being processed. They provide additional context and insights that can improve model performance and ensure that it remains up-to-date with the latest information and trends.

When running an incremental build, it is essential to refresh the data sources with materials that can alter or refine the model’s existing knowledge base. Documents introducing new concepts allow the system to learn and adapt, incorporating broader aspects that were previously not considered. This strengthens the overall knowledge model, ensuring more accurate predictions and informed decision-making.

In contrast, documents that do not introduce new concepts, regardless of their proportional representation in the overall population, do not add substantive value to the update process. Focusing solely on new concept introductions allows the incremental build to enhance its learning and reflects advancements accurately in the resulting model.