How Far Are We From AGI?

How Far Are We From AGI?

Reported by New Intelligence Editor: Run Lumina [New Intelligence Guide] How far are humans from AGI? Perhaps large language models are not the final answer; a model that understands the world is the future direction. In human cognition, it seems we have long been accustomed to setting Artificial General Intelligence (AGI) as the ultimate form … Read more

Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

Understanding the Nature and Limits of Artificial Intelligence Through Machine Opacity

One of the hot topics at the forefront of academic discussions both domestically and internationally is undoubtedly the comprehensive exploration of issues related to big data and artificial intelligence (AI), such as neural networks, deep learning, algorithmic bias, machine ethics, and robot emotions, all of which are receiving significant attention. The related research is in … Read more

Understanding The Nature And Limits Of Artificial Intelligence

Understanding The Nature And Limits Of Artificial Intelligence

✦ ✦ ✦ Abstract One of the core theoretical issues in current artificial intelligence research is the problem of “understanding” in AI. For most computational simulations, people cannot achieve the kind of transparency in the traditional epistemological sense. From the perspective of technical implementation in computational science, given the enormous and complex computational volume, it … Read more

Linux Course Design Based on IT New Technologies and Cognitive Science

Linux Course Design Based on IT New Technologies and Cognitive Science

0 Introduction Linux is a very important course in computer science, extending and upgrading the operating system course, and serving as the foundation and support for courses in artificial intelligence, big data applications, embedded development, computer network management, virtual reality, and more [1]. The importance of the Linux course is also reflected in its dominance … Read more