Part 5/7:
The results of this experiment spark a lively discussion on the future of AI, especially in the context of visual reasoning. It suggests that current models may not yet possess the refined capabilities to handle tasks that require not only visual perception but also spatial reasoning. The notion of developing a benchmark specifically for visual reasoning challenges becomes imperative.
Historically, visual reasoning in children shows that this ability doesn't just occur naturally; it requires practice and understanding of representations, much like deciphering Lego diagrams for assembly tasks. This aspect draws a parallel to AI, as it is evident that multimodal models need enhanced training to develop their spatial reasoning abilities over time.