So novel is defined as just anything that has not been synthesized as a thin film before. These are usually structures (phases or polymorphs) of materials that have not been reported in the literature.
We did find there are ways we can prevent this particular reward hacking, just consistently surprised by how these models can find tricks to technically achieve the set goal