WiMi Hologram Cloud Inc (WIMI)

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WIMI develops a hybrid enhanced intelligent system based on human-computer collaboration, moving towards deep human-computer integration.

Source
https://t.cj.sina.com.cn/articles/view/1765776051/693f9ab3020010vm8?from=tech

March 9, 2023

In recent years, with the improvement of computer data collection, storage and computing capabilities, artificial intelligence (AI) has developed rapidly, which is profoundly affecting and changing our lives and shaping the future. Artificial intelligence is profoundly changing the relationship and interaction patterns between humans and between humans and the natural environment and society. It helps human beings solve various high complexity and uncertainty problems in various fields of engineering technology, scientific research and social activities. It brings many disruptive innovations in many fields.

The long-term goal of artificial intelligence is to make machines learn and think like humans. The most important ability of humans is to learn new things and have self-adaptation and knowledge reasoning abilities beyond experience. Introduce human cognitive abilities or human-like cognitive models into artificial intelligence systems to develop a new form of artificial intelligence, namely hybrid augmented intelligence.

The R&D team of WIMI (NASDAQ: WIMI) is developing a hybrid enhanced intelligence system based on human-computer collaboration, which combines human perception and cognitive capabilities with computer computing and data storage capabilities to build a hybrid system based on human-computer collaboration. Enhance the intelligent system, which will improve the decision-making ability, cognitive complexity and adaptability of the artificial intelligence system to deal with problems.

A hybrid augmented intelligence system based on human-computer collaboration covers the functions of a computable interaction model, including dynamic reconstruction and optimization, autonomy and adaptability during interaction, interactive cognitive reasoning, and evaluation, etc., and can effectively realize human-computer communication. It integrates machine learning, knowledge base and human decision making. It uses machine learning to learn a model from training data, or a small number of samples, and uses that model to make predictions on new data. When confidence is low, humans intervene to make judgments. The confidence estimate or the state of the computer's cognitive load will determine whether the prediction requires manual adjustment or human intervention, and the system's knowledge base will be automatically updated. Human predictions and interventions in algorithms improve the accuracy and credibility of the system.

The introduction of human intelligence into the artificial intelligence system can realize the tight coupling between the advanced cognitive mechanism and the machine intelligence system. The two adapt and cooperate with each other to form two-way information exchange and control. By integrating human perception, cognitive ability, machine computing and storage capabilities, and then processing large-scale, incomplete and unstructured knowledge base information, avoiding the risk of loss of control brought about by artificial intelligence technology.

Integrating the perceptual advantages of computers in processing large-scale data and the cognitive advantages of human reasoning and decision-making. With computer computing as the core, enhance people's understanding of complex data, use human reasoning and auxiliary decision-making support to enhance the computer's cognitive learning ability, and implement information perception, understanding, reasoning, prediction, decision-making and learning process.

Relying on artificial intelligence algorithms for rapid identification and understanding, and maximizing the computing potential of "machines", and relying on timely and appropriate artificial reasoning, prediction and decision-making, it can effectively enhance the accuracy and reliability of system cognition, and maximize the It has great potential to give full play to human cognitive advantages, greatly improve the ability of situation estimation, and provide solutions for large-scale cognitive task coordination. Human-machine collaborative decision-making may lead to more valuable solutions and innovations.

In the future, WIMI will continue to develop cognitive reasoning, emotional interaction and auxiliary decision-making hybrid enhanced intelligent applications of human-machine collaboration. Its hybrid enhanced intelligence system based on human-machine collaboration will have a wide range of applications in the fields of game entertainment, advertising media, enterprise management, and smart cities. For example, in the field of game entertainment, technologies such as augmented reality and virtual reality are used to enhance human participation by superimposing the real scene of the user and the virtual scene of the game, which promotes the development of the game industry. In the advertising media industry, social platforms and shopping websites can introduce human-machine collaborative hybrid enhanced intelligence systems to push relevant information to users more effectively and accurately through personal preference analysis.

In the field of enterprise management, the human-computer collaborative hybrid enhanced intelligent system can create a human-computer interaction environment that supports learning, understanding, reasoning and decision-making, which can greatly improve the risk management capabilities of modern enterprises, and provide application solutions for large-scale workflow coordination solutions to enhance its value creation and enhance corporate competitiveness.

Ubiquitous computing and intelligent machines are driving people to seek new artificial intelligence models and implementation forms, and hybrid augmented intelligence is one of the important directions of artificial intelligence development. Human-machine cooperation and mutual complementarity can maximize the potential of artificial intelligence systems at the current level of technology and move towards deep human-machine integration, which will bring valuable creativity and improve the competitiveness of humans and machines. Intelligent machines have become intimate companions of human beings, and the interaction and collaboration between humans and intelligent machines will become the norm in our future society.