探索AI新维度：WorldBrain的具身智能视角及其启示

The world is leaping forward at an amazing speed to create a brand-new intelligent era. The topic of artificial intelligence in the Spring Festival is crazy fermentation. American companies officially released their first text and video generation model, which can create realistic and imaginative scenes according to text instructions. Microsoft surpassed Apple to become the world's highest market value company by turning over the market value of more than one trillion dollars. Subsequently, American technology giant Google announced the launch of the world's most powerful and lightweight open source model series, which far exceeded the mainstream open source model and directly. Top of the list of open source big models In artificial intelligence, Musk claims that the first human implanted with brain chips has fully recovered, and the patient can control the new era of brain-computer interface initiated by the mouse only with his mind. NVIDIA released the financial report for the fourth quarter of last year, showing that NVIDIA's revenue in the fourth quarter of last year exceeded the market expectation. Under the catalysis of technological innovation, global artificial intelligence concept stocks have recently soared, and many companies have gathered together to pay attention to Goldman Sachs' prediction that global artificial intelligence investment will grow to 100 million in 2008. This is just the tip of the iceberg. According to the latest statistics of artificial intelligence, the global artificial intelligence market is estimated to be billion dollars by the end of 2008. According to the annual growth rate, the value of the artificial intelligence market may exceed one trillion dollars by 2008. We can be sure that this society will eventually move towards artificial intelligence, so where will artificial intelligence go next? Artificial intelligence and accelerated computing are jointly changing the technology industry. The next wave of artificial intelligence will be a new type of artificial intelligence called embodied, which can be understood. Huang Renxun, the founder of NVIDIA, an intelligent system for reasoning and interacting with the physical world, pointed out the direction. Insisting on long-term research, establishing technical reserves and making breakthroughs in new development is the only outstanding innovation project that integrates the concept of embodied intelligence. It introduces intelligence into concrete objects and machines by imitating the large-scale intelligent neural network system of human brain modeling, giving them the ability to perceive, understand and interact. Its uniqueness lies in leading intelligence from virtual world to reality. The idea of embodied intelligence sprouted at the beginning of the birth of artificial intelligence. The concept of embodied intelligence was first put forward by Turing, the father of artificial intelligence, in 2000, that is, the combination of the intelligence of the human body, that is, the intelligence of the human body can not be separated from the intelligence of the human body. At the same time, Turing also put forward another opposite concept, that is, the intelligence in vitro leaves the human body. In his pioneering paper, Turing put forward two possible development paths of artificial intelligence: focusing on abstract computing. For example, the other way of intelligence needed for playing chess is to equip machines with the best sensors and give them the ability to communicate with human beings and learn like babies. These two roads have gradually evolved into non-embodied intelligence and embodied intelligence. What is embodied intelligence? It is also called embodied artificial intelligence. It refers to an intelligent system that senses and acts based on the physical body. It can be biological or mechanical interaction with the environment to obtain information, understand problems, make decisions and realize actions. Moving to produce intelligent behavior and adaptive embodied intelligence can be briefly understood as an artificial intelligence research paradigm that emphasizes that agents with physical bodies gain intelligence by interacting with the physical environment. We split it into two parts: one is embodied, and the other is intelligent embodied. The basic meaning refers to the dependence of cognition on the body, that is, the body has influence on cognition, and cognition cannot exist alone without the body. In addition, the concept of embodied relative refers to the decoupling of cognition and body. The understanding of intelligence in the field of industrial intelligence is biased towards people's abstract logical ability and adaptability. A new perspective of embodied intelligence is explored. Compared with traditional abstract artificial intelligence, embodied intelligence is an intelligent form that can perceive and interact with its own environment and has self-awareness ability. Embodied intelligence can exist in many forms, such as robot autopilot. They can not only understand the information in the environment, but also obtain and process the information from the complex environment at a higher level. It is based on the world model. Type I creates an unprecedented distributed intelligent neural network system to better understand the relationship between artificial intelligence and cognitive science by simulating the operating mechanism and thinking process of the human brain. It is an important part of realizing strong artificial intelligence in the future, and it is helpful to deeply study the basic principles of human cognition by adopting complex computing models, including neural network modeling, information processing, learning and decision-making, which provides more effective inspiration for the system and brings more intelligent and efficient letters to mankind. The way of information processing builds a brand-new intelligent ecosystem for the future digital society. First, embodied intelligence can understand and respond to its own environment. This is through advanced perceptual technology such as visual sensor, voice recognition system or tactile sensor, which enables embodied intelligence to obtain information in the environment and learn from the mechanism of brain map and reference system, through perceptual input such as visual and position sensor data, and through using the map and reference system in the human brain as the basis for learning the world model. Accurate spatial perception and environmental understanding, which will make it possible to better interact with the physical world and realize higher cognitive and intelligent functions. Secondly, embodied intelligence can improve itself and learn new skills through machine learning. Through big data and deep learning technology, embodied intelligence is not only a static system, but a dynamic system of continuous improvement and learning, which can be quickly trained in an unsupervised way to learn from the compressed space and time of the environment. The features extracted from the model can be used as the input of the agent to train a very compact and simple strategy to solve the required tasks. Finally, the embodied intelligence can naturally interact with the user to understand and handle complex tasks. The human-computer interaction has risen to a new height, which is different from the current hot big language model. The important performance of the embodied intelligence is multi-modal cross-modal perception interaction, especially the cross-modal perception of visual language and limb behavior, which not only requires Artificial intelligence also needs human-computer interaction, natural language processing and other technologies. It can imitate human cognitive ability and behavior performance through perception and behavior simulation, and imitate human athletic ability and body expression through movement and body representation simulation, so that it can perform complex operations and interactions like human beings. Realistic intelligence is a possible path to produce super artificial intelligence. Realistic intelligence is a new frontier of artificial intelligence and a key step in the evolution of higher-level intelligence such as perception, understanding, learning and adaptation. The frontier report of Zhiyuan Artificial Intelligence points out that the phantom will be trained based on the real-time space-time environment of virtual world in the next three years. 比特币今日价格行情网_okx交易所app_永续合约_比特币怎么买卖交易_虚拟币交易所平台

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