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Application of AI TRiSM in the fields of AI, data communication, and GPU
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◇◇◇◇◇◆ 2024-04-25 ◇◆◇◇◇◇◇◇ 字号大小 ((( )))

Recently, with the rapid development of the generative AI big model ChatGPT, it has also raised concerns about its risks. Generative AI may change the competition and working methods of enterprises, but it also brings new risks that traditional control cannot solve. The risks associated with cloud based hosted generation of artificial intelligence applications are particularly significant and rapidly evolving.

In this context, a new word "AI TRiSM" has begun to appear in the public eye.


What is AI TRiSM? AI TRiSM represents artificial intelligence (AI) trust, risk, and security management. It is an artificial intelligence governance framework proposed by Gartner in 2022, aimed at helping businesses ensure the security, trustworthiness, effectiveness, and fairness of artificial intelligence models. Today, with the rapid development of AI, data communication, and graphics processing units (GPUs), the importance of the AI TRiSM framework is becoming increasingly prominent.


The "supervisor" of AI helps AI play a positive role


In the rapid development of AI technology today, we have witnessed the emergence of various large-scale AI models, from the Hundred Model Wars in China to the Thousand Model Wars around the world. As these AI models become increasingly complex, their parameter count grows exponentially, ensuring the transparency, fairness, and reliability of these models becomes particularly crucial. Especially when integrating AI models and tools provided by third parties, enterprises must consider the risks that may be involved in the large datasets on which these models rely. In addition, users may come into contact with sensitive data from other AI models, which may have regulatory, commercial, and reputational consequences for the organization.


As a comprehensive management framework, AI TRiSM plays an important role in this process, helping to identify and mitigate potential risks such as bias, misunderstanding, and abuse that may arise in AI applications. For example, in the field of image recognition, AI TRiSM can help businesses identify and eliminate model biases, ensuring fairness to all users. In the field of natural language processing, AI TRiSM can help prevent models from being abused or used to generate false information. Similarly, in the field of machine learning, AI TRiSM can ensure the reliability and effectiveness of models, such as in the field of medical diagnosis, which can help evaluate the accuracy of machine learning models.

Artificial intelligence TRiSM not only involves managing risks, but also involves responsible and ethical use of artificial intelligence. It involves a comprehensive set of tools for proactively identifying and mitigating risks posed by artificial intelligence, ensuring compliance with transparency, security, and privacy standards.


The "Guardian God" of Data Communication Builds a Strong Network Security Barrier

Data communication is the core of modern information technology. With the development of 5G and IoT technology, the speed and complexity of data transmission are increasing. As more and more devices and services rely on the Internet, AI TRiSM ensures the security of data during transmission through encryption technology, network monitoring and timely security response mechanism. This not only involves the protection of consumer data, but also concerns national security and the protection of critical infrastructure.


AI TRiSM provides the necessary tools and frameworks to ensure the identification and management of risks during data transmission. It helps identify potential security vulnerabilities and ensures the security and privacy of data during transmission.


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