Lin and Lu discuss the similarities between the brain and AGI systems like Transformers, emphasizing the importance of memory and building connections between knowledge. They explore how attention mechanisms in Transformers mimic brain functions, highlighting the potential for optimizing AGI models based on brain-inspired rules.