The discussion highlights the risks of premature optimization in AI, particularly in the context of knowledge bases. While current applications are yielding significant benefits, the emergence of multimodal capabilities represents a transformative shift. This new phase not only introduces complex ingestion flows but also opens up exciting possibilities for real-time data integration and innovative use cases.