Kingsoft Office Yao Dong: With the support of large models and new AI technology, all software is worth redoing

On November 9, the 2023 Forbes China Innovative Enterprises International Investment Conference was held in Hangzhou. The "2023 Forbes China Top 50 Innovative Enterprises" was officially released. Kingsoft Office relied on its innovative investment and industry influence in cloud computing and AI. With great strength, he was successfully selected into the list.

Insist on R&D and innovation to complete the implementation of AI technology in the office field

In the past five years, Forbes China’s Top 50 Most Innovative Lists have revealed a commonality: organizations that value innovation investment, operate across markets, and focus on products are more likely to compete in an uncertain environment and fierce market competition. gain advantage. In the first issue of Forbes China's Innovative Enterprises in 2017, companies focusing on the local market and model innovation accounted for more than half of the list. By 2023, only 6% of companies will be dominated by model innovation.

As a product and technology-driven company, Kingsoft Office has actively invested in AI, cloud, and collaborative research and development in recent years, injecting stable momentum into the company's product development. In 2022, the company's R&D investment will account for approximately 34% of revenue, R&D expenses will increase by 23.08% year-on-year, and the number of R&D personnel will be close to 2/3 of the total number of employees.

This year, with the emergence of emerging artificial intelligence technologies, Chinese Internet companies have also become the most imaginative among Forbes China's top 50 innovative companies with their new solutions and computing power advantages. In April, WPS AI made its debut. As an artificial intelligence application with large language model capabilities under Kingsoft Office, it was the first to implement a new generation of AI technology in the office field, and began training and tuning self-developed models based on an open source base.

At this Forbes conference, the organizers specially set up a roundtable discussion session to discuss innovative decoding around artificial intelligence and next-generation digital technology. When discussing possible changes in the field of artificial intelligence in the next year, Yao Dong, vice president of Kingsoft Office, said that starting next year, large model-related applications will be rapidly iterated, and their evolution speed may be faster than the PC era and the mobile era. Powered by big models and new AI technologies, all software deserves a redesign

Vice President of Kingsoft Office Yao Dong

Regarding the question of "Which open source large model or closed large model will become the market leader?" Yao Dong pointed out that from past experience, they are not in a very strict competitive relationship. In the GPU era, Moore's Law is still valid. The reduction in computing power costs has given the open source community a good opportunity to realize some ideas and creativity by allocating computing power with fewer functions, which is a more beneficial supplement for enterprises and users.

Kingsoft Office positions WPS AI as the application side of large language models, and will use large models to reconstruct office software and provide users with three new aspects of AIGC (content creation), Copilot (intelligent assistant) and Insight (knowledge insight). product experience, and will open and empower AI technology to corporate customers to help customers create their own one-stop digital office platform.

Promoting the sustainable development of artificial intelligence technology requires the management and control of data security throughout the life cycle

During the interaction between training and inference, large models will inevitably be exposed to large amounts of data. This data usually comes from various industries and fields. In this process, how to ensure the confidentiality and security of user privacy data during transmission and storage will become a huge challenge for all parties involved

Due to the complexity of large models, their results are often difficult to predict and control. Sometimes, a small prompt word or a change in model parameters can lead to a huge difference in model output results. This instability also makes it difficult to apply large models in some scenarios, such as medical diagnosis, financial decision-making, autonomous driving and other industries, and it also brings huge application risks

On November 8, at the “How to Safely Apply AI” Café and the “Global Artificial Intelligence Governance Initiative” symposium held in Wuzhen, Hangzhou, Yao Dong, Vice President of Kingsoft Office, pointed out that in the face of these challenges, active measures need to be taken measures to ensure the application security of large models. "We have implemented full life cycle data security control measures to ensure data security during the model training process and inference services after going online."

Faced with the instability and unexplainability of artificial intelligence, Kingsoft Office first built an artificial intelligence gateway platform from the perspective of model management to strengthen the management of multiple models. At the same time, the company has also developed a word prompt platform that is broken down into products and scenarios. The platform is based on scientific effect evaluation methods and flexibly adjusts prompt words and parameters according to the characteristics of different models to ensure that the output results of different artificial intelligence models in different scenarios comply with user expectations and ethical standards

Kingsoft Office demonstrated many years of security management experience in the "Tianfu Cup" 2023 International Cyber ​​Security Competition. Their security technical team arrived at the venue before the game to provide technical support and security for the smooth hosting of the game

“The application risks of large models are a problem that cannot be ignored.” Yao Dong said that only by fully recognizing and solving these problems can we better utilize the advantages of large models to promote the development and application of artificial intelligence. In this process, all parties need to work together to address these challenges and promote the sustainable development of artificial intelligence technology by strengthening cooperation, sharing technical resources, and establishing security consensus.

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