General Artificial Intelligence (AGI) is considered a misnomer, not because current artificial intelligence systems are far from achieving general intelligence, but because they fundamentally cannot use intelligence to perform various tasks and learn like humans. Although it possesses capabilities in perception, reasoning, learning, and creativity, and can adapt to different environments and tasks, it is … Read more
Source: ScienceAI Original Title: Science | What Is Artificial General Intelligence? Evolution of AGI in AI Translated by | Kai Xia On March 21, Professor Melanie Mitchell from the Santa Fe Institute published an article titled “Debates on the Nature of Artificial General Intelligence” in Science. The author explores how the concept of AGI has … Read more
AGI (Artificial General Intelligence) refers to an AI system that possesses cognitive abilities comparable to those of ordinary humans. This means that AGI can not only perform specific tasks but can also handle a variety of unknown tasks, learn new knowledge, engage in reasoning, understand language, solve complex problems, perceive the world, and adapt flexibly … Read more
Source: ScienceAI Original Title: Science | What Is General Artificial Intelligence? The Evolution of AGI Concept in AI Translated by | Kaixia On March 21, Professor Melanie Mitchell of the Santa Fe Institute (SFI) published an article titled “Debates on the Nature of Artificial General Intelligence” in Science. The author explores how the concept of … Read more
The Future Is Here Guide to Using AI A guide to the use of AI The Future Is Here It Has Arrived Introduction Words On March 15, 2023, ChatGPT-4 was officially released, capable of reading text, recognizing images, and generating textual results, which caused a stir on social media upon its release. Today, a year … Read more
This article is reprinted from the publicaccount: Beijing Normal University Brain and Cognitive Science Every day, we face various choices, and sometimes we get confused because of them. For example, should we buy a small toy with the money we have now, or wait until we save enough money to buy a better one? Research … Read more
Click Follow us for updates in blue above Cover image: A recent cognitive class on intelligence by the author, demystifying large language models from a comparative perspective “ 𝕀²·ℙarad𝕚g𝕞 Intelligent Square Paradigm Research: Writing to Deconstruct Intelligence。 After all, deep learning LLMs are not the entirety of AI, and the path to AGI is not … Read more
Produced by Big Data Digest Compiled by: Andy The backpropagation algorithm belongs to deep learning and plays an important role in solving model optimization problems. This algorithm was proposed by Geoffrey Hinton, known as the father of deep learning. In 1986, he published a paper titled “Learning representations by back-propagating errors” (Rumelhart, Hinton & Williams, … Read more