To build the enterprise AI core system, the fourth paradigm prophet 3.0 debut in Wuzhen


On December 3, 2017, the "4th World Internet Conference" was opened in Wuzhen, Zhejiang. The fourth paradigm of leading artificial intelligence technology and service providers was invited to the conference and released a new upgraded "fourth paradigm prophet" 3.0 product. The "Fourth Paradigm Prophet" 3.0 product is positioned as the enterprise artificial intelligence core system, and becomes another important core of the enterprise after the transaction core system and the Internet core system. The enterprise artificial intelligence core system helps enterprises to build a closed loop of machine learning around the business and build an ever-increasing intelligent business capability, thus helping enterprises to realize the intelligentization of strategy formulation in the AI ​​era.

The Fourth Paradigm Prophet has been working to reduce the threshold for AI applications in the industry. Previous versions of the Prophet products have introduced many cutting-edge technologies and AI algorithm capabilities to users in an automated manner, thus reducing the difficulty of AI in the modeling process. In the process of deepening industrial practice, the fourth paradigm found that although enterprises can improve the efficiency of production and operation with new technologies, new technologies have been sinking at the executive level, and it is difficult to rise to the decision-making level of enterprises and become the driving force of enterprise core competition. force. The fourth paradigm founder and CEO Dai Wenyuan pointed out that building the enterprise AI core system is a necessary condition for enterprise competition in the AI ​​era. The enterprise AI core system is to let the AI ​​technology penetrate into the core strategy formulation of the enterprise and comprehensively improve the business capability and efficiency of the enterprise. .

To build the enterprise AI core system, the fourth paradigm prophet 3.0 debut in Wuzhen

The design of this new enterprise AI core system is derived from the fourth paradigm's understanding of the principles of machine learning. Dai Wenyuan believes that artificial intelligence is the science that simulates human intelligence and realizes machine intelligence. If the machine can learn more intelligently, it is necessary to study The learning process of human beings. In the history of human psychology research, there is a famous "Cooper learning circle" theory, which believes that the process of human learning is composed of the four stages of "reaction theory reflection theory", that is, the experience is generated through action, and the experience is summarized through reflection. For theory, to guide new behaviors. Analogy to machine learning, machine decision-making is a "machine decision closure" consisting of process data (action), feedback data (experience), machine learning (reflection), and output model (theory). Taking the more common news personalized recommendation scenario as an example, first, the business personnel need to define clearly the goals that need to be achieved; after that, the fourth paradigm prophet will “normalize” the “process data” that collects and records the user behavior, such as which users have viewed. What news has been recommended by the news and system; further, the system will record the “feedback data” with clear results, such as recommended news, user clicks or not; on this basis, the system uses “intelligent model” for “process data” and “ The feedback data is calculated and ultimately guides the machine to make decisions.

The fourth paradigm Prophet 3.0 released by Wuzhen is based on the "Cooper Learning Circle" theory, combined with machine learning characteristics and the experience of hundreds of industry applications in the fourth paradigm, to create a new generation of enterprise core systems, including data. The core, algorithm core and production core three modules cover the whole process of artificial intelligence application in the industry. First, the data core standardizes and standardizes data, so that the data of each business link of the enterprise benefits and contributes to each other in the system to maximize the value of the data. Second, the algorithm core encapsulates the advanced machine learning algorithm in the core system. Through the patented technology such as automatic feature engineering and lowering the threshold of model building, the ultra-high-dimensional and real-time feedback AI model is quickly trained. It is worth noting that the core part of the practical application of AI technology is from the model stage to the production stage. The production core of the Paradigm Prophet simplifies the process of AI model from offline training to online generation, transforms the value of data into the predictive ability of AI, and makes the AI ​​technology stable and connected to the decision-making link, which really improves the AI's “ Availability".

For the complete set of enterprise artificial intelligence core systems provided by the Fourth Paradigm Prophet, enterprises can independently define the entire learning process according to business needs, generate intelligence capabilities, and flexibly design AI solutions. For example, in the cooperation between the fourth paradigm and a leading national joint-stock bank, the fourth paradigm prophetic enterprise AI core system helped the bank develop more than 2.5 billion new credit card fraud detection strategies, increasing the anti-bash response by more than 7 times. The accuracy of fraud identification is not only the case. The bank uses this AI core system to play its value in more than 20 other business scenarios, and quickly realizes a comprehensive intelligent upgrade of the business line.

"The machine has advantages over people in terms of strategy." Dai Wenyuan believes that machines can rely on computing power to extract more and more detailed business rules from the data and make judgments in a refined way. “After the enterprise builds the AI ​​core system, most of the first-line decision-making behavior will be completed by more efficient artificial intelligence, and the enterprise can obtain strong productivity with the least human and financial resources.”

About the fourth paradigm

The fourth paradigm is the world's leading provider of artificial intelligence technology and services. AI technology leads the performance development, and migrates to learn the industry-leading 10 years of data-driven application innovators. By making more accurate predictions and mining of data, it reveals the laws behind the data, helping enterprises to improve efficiency, reduce risks, and obtain greater commercial value. The fourth paradigm is dedicated to the use of the "enterprise artificial intelligence core system" to help enterprises build a learning closed loop around the business and build an ever-increasing intelligent business capability, thus helping enterprises to realize the intelligentization of strategy in the AI ​​era.

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