Part 4/6:
While partnerships offer many advantages, they also come with inherent limitations. One key point highlighted is the shared ownership of data and models. Companies often collaborate by sharing limited data and co-developing models, which means they do not own the entire system outright.
This shared approach can restrict the extent of individual influence and innovation, as organizations cannot solely modify or control the entire data set or model. Nevertheless, the benefits—such as the ability to reach ground-level implementational success faster—outweigh these constraints.