Preface: Brain-Inspired AI Research

<正>Large AGI (artificial general intelligence) models, represented by OpenAI’s GPT-4, DALL-E, Sora, etc., have amazed the world by exhibiting superior capabilities on a variety of NLP and text-to-image/video generation tasks. The success of these models was achieved by exploiting ultra-scale training data, ultra-scale computational models, and unlimited computing power.This brute force approach, however, is not only making an adverse impact on global warming prevention, but also raising skepticism on whether such a development path can really achieve true AGI systems. Recently, there have been increasing scientific studies that report the delusion phenomenon of the AGI models, mainly caused by their inability to learn correct knowledge and correct world models.