What type of documents are considered to have low conceptual value for the Optimize Training Set?

Very short documents are considered to have low conceptual value for the Optimize Training Set because they typically lack sufficient depth and detail to provide meaningful insights or context. These documents often do not contain enough information to contribute significantly to the training process, which relies on rich, substantive content to help models learn and make accurate predictions. Unlike longer documents, which can encapsulate complex ideas, arguments, and analyses, very short documents may only include brief statements or summaries that do not convey the comprehensive understanding needed for effective training sets.

In contrast, emails, reports, and presentations often include more substantial information and varied contexts, making them more valuable for training models to recognize patterns and extract relevant concepts.