Shulou(Shulou.com)11/24 Report--

In the era of digital economy, digital technologies such as artificial intelligence, 5G and the Internet of things are acting as the key forces to promote the transformation of productive forces, injecting new vitality into the digital economy, but also bringing great opportunities and challenges to various industries.

From November 8th to 10th, as a global industry event leading the trend of digital technology innovation, the 2023 World Internet Conference Wuzhen Summit was held in Wuzhen, Zhejiang Province. As a participant and promoter of the digital economy, Lenovo attended the conference, focused on AI technology, shared the prospect of artificial intelligence applications, and launched enterprise-specific privatized large model solutions and services.

At present, the wave of AI is roaring in. AI, as an epoch-making revolutionary weapon, is profoundly promoting the vigorous development of the digital economy, and AI technology is also accelerating the penetration of various industries towards the trend of "ubiquitous". The layout of AI has become the consensus of global science and technology enterprises. In particular, the outbreak of chatbots brought about the prosperity of generative AI (AIGC), promoting the deep integration of large model technology into the real economy, making the latter an important starting point for the transformation and upgrading of thousands of industries to digital and intelligent.

AI is everywhere, so what is the solution to the problem of deploying large models?

With the continuous development and iteration of AI technology, using AI to improve productivity has become an urgent need and key strategy for enterprises, promoting AI everywhere. According to the latest forecast of IDC, the global expenditure on AI solutions will grow by more than $500 billion in 2027. In this process, most enterprises will experience a significant shift in the weight of technology investment to the implementation of artificial intelligence and the application of artificial intelligence-enhanced products and services.

As an important application of AI technology, generative AI represented by AIGC accelerates its development, which leads to the outbreak of large model industry of underlying architecture. Gartner predicts that large-scale pre-trained models will promote generative A nationalization, and by 2026, more than 80 per cent of enterprises will use API or models of generative AI, or deploy applications that support generative AI in production environments.

At present, the development of large models is in full swing, promoting the exponential growth of the demand for intelligent computing, and computing-related industries also usher in huge opportunities for development. According to preliminary estimates, by 2025, the scale of China's numeric core industry will be no less than 4.4 trillion yuan, and the scale of numeric related industries will reach 24 trillion yuan.

It can not be ignored that the current large model training is implemented in the cloud, the computing power is centralized, high precision requirements and high cost, which means that the large model landing will inevitably face the problem of balance of energy consumption and performance. In addition, while generative AI is becoming more and more powerful and popular, there are still some practical problems to be solved. For example, as a robot that needs to be "fed", the large model will inevitably be flooded with malicious information. In addition, the protection of privacy and data security are also worthy of attention.

Gartner also pointed out that the ubiquity of AI makes the need for trust, risk and security management of AI more urgent and clear. In the absence of a "guardrail", the AI model may produce multiple negative effects, thus offsetting all the positive performance and social benefits brought by AI.

It also means that "capital + technology + ecological force" has become the key to the deployment of large models due to the high cost and security considerations of large model training. But for enterprises that do not have the ability to develop large models themselves, the industry calls for a large model solution that does not have to bear high costs and can ensure privacy and data security.

Power enterprise market, large model solutions and services come out

The theme of this year's Wuzhen Summit is "Building an inclusive, inclusive and resilient Digital World-working together to build a Community with a shared Future in Cyberspace". In their speech at the opening ceremony of the summit, national leaders pointed out the need to promote development priority. build a more inclusive and prosperous cyberspace. The development of inclusive digital technology has become the responsibility and goal of Internet technology enterprises.

As the core subject of the development of digital economy, enterprises are the main users and demanders of inclusive digital technology. As an enterprise with strong capital, technology and ecological power, Lenovo Group not only has a new IT technology architecture covering all elements of "end-edge-cloud-network-intelligence", but also takes service-oriented intelligent transformation as strategic anchoring. A panoramic AI business ecology has been gradually constructed, including artificial intelligence oriented (AI-ready), artificial intelligence optimization (AI-optimized), artificial intelligence enabling (AI-enabled) terminals, infrastructure and solution services.

On the basis of station inclusive, Lenovo Group, starting from the two dimensions of universality and intelligence, and taking "Puhui" as its value proposition, is committed to allowing thousands of banks and industries to make good use of the large model safely and economically, so as to accelerate the release of the real value of the AI model and move the large model from the concrete scene to the deep application of integration with the real economy.

In this regard, Lenovo Group gave full play to the advantages of the new IT architecture, based on the hybrid AI framework, with public model, private domain model and individual model as the underlying technology, launched the enterprise-specific privatization large model solution and service for the first time at this year's Wuzhen Summit. This service focuses on the proprietary privatized large model market, which can effectively meet the individual needs of computing power expansion, data security, deployment and operation and maintenance in the process of building large models by enterprises. The aim is to ensure the landing of the large model with intelligent computing platform + tools + services.

From a technical point of view, Lenovo Group's large model solutions and services, based on intelligent computing services, are deployed through the AI platform for reasoning acceleration, distributed training & fine-tuning and task scheduling, which can help enterprises to deploy large models of privatization. it has the characteristics of one-stop delivery, security and controllability, and can meet the individual needs of computing power.

What is worth paying attention to is that under the general trend that AI is everywhere, Lenovo Group aims at "AI for All" and is serving as a service provider of panoramic artificial intelligence. It is also committed to promoting the application of AI technology at the personal level and the development of the individual model. Specifically, Lenovo Group takes the terminal equipment as the load, and extends the personal large model to PC, mobile phones, workstations and other devices, such as AI PC, AI mobile phones and other end-to-side large models will be landed in the future.

The large model has developed by leaps and bounds, but its commercialization still has a long way to go. Starting from the requirements of the B side, the enterprise-oriented large model solutions and services are expected to become the best application of the large model landing. Lenovo Group, as a powerful explorer of this path, will accelerate the commercial landing of large models by providing all-round support for enterprises with the advantage of "Puhui".

Welcome to subscribe "Shulou Technology Information " to get latest news, interesting things and hot topics in the IT industry, and controls the hottest and latest Internet news, technology news and IT industry trends.