AGI and Brain Complexity

The assumption that scaling AI models to match the number of human brain connections will lead to artificial general intelligence is challenged. While large language models utilize transformer architectures effectively, they lack the intricate anatomical complexity found in biological brains. Key structures like the amygdala and hippocampus, along with various support cells, play crucial roles in human cognition that current AI systems do not adequately replicate.