Recently, Impulse Online won the bid for Shanghai Pudong Development Bank's "Trusted Security Technology Capability Improvement Project Focused on SaaS Service Platform". Based on Impulse Online's leading privacy computing technology and AI model trustworthy training and reasoning capabilities, it teamed up with Haiguang to create the first AI capability in the financial industry. The trusted output SaaS platform enables Shanghai Pudong Development Bank’s AI capabilities to be output and shared safely externally.
With the continuous development of artificial intelligence technology, the functions of AI models are becoming more and more powerful and the cost is getting higher and higher. Trusted MaaS (Model as a Service) is becoming a standard solution, providing AI models as services to users. In one way, users can call these models to implement inference and training. In this process, the data that users participate in training and inference leaves their own data domain, and security issues such as trustworthy calculation and non-leakage of data during AI training and inference need to be ensured.
Trusted execution environment technology (TEE) based on a combination of software and hardware can better support the versatility of AI. It can not only support AI models of different frameworks, but also support the training and prediction of large models. It can also ensure the security of models and data in GPU accelerated operations through TEE direct-to-GPU technology. Ensure that the computing power environment is safe and trustworthy, ensure that the algorithm model is not leaked, and how to build a shared economic model for all parties so that multiple parties can be motivated to contribute computing power and data.
In the era of large models, there will be more demand for data and models to be securely served among multiple organizations. The trusted MaaS platform created by Impulse Online will empower users and their external organizations to integrate high-value AI models such as OCR, NLP, etc. , and AIGC models will be gradually migrated to the AI SaaS service platform to provide safe and credible AI services and promote the application and construction of AI models in different industries.