Imagination Helps Visual Reasoning, But Not Yet in Latent Space
The episode discusses the paper "Imagination Helps Visual Reasoning, But Not Yet in Latent Space." Researchers found that current AI models lack true causal reasoning because internal latent tokens do not reliably change when input changes. They introduce CapImagine, a solution that forces the AI to verbalize its reasoning in text space, leading to better performance and transparency.