Scientists in China have created a new computing architecture that mimics the human brain, potentially leading to more efficient and powerful artificial general intelligence (AGI). This architecture, based on Hodgkin-Huxley models, focuses on internal complexity within artificial neurons, offering a promising alternative to the current trend of scaling up neural networks.