Anubhav discusses the confidence in predicting new materials, emphasizing the importance of validating findings through a thorough check of existing literature. While they rely on their corpus to ensure novelty, the ultimate test lies in experimental synthesis and characterization, which can take months. The conversation highlights the balance between plausible predictions and the complexity of confirming their viability in practical applications.