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Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

author:Li Jie
Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

With the rise of AI agents, the demand for computing power is exploding

In the world of AI, computing power is the "oil" of the new era. Just as human society is inseparable from the support of energy, the development of AI is increasingly thirsty for the nourishment of computing power. The AI agent is like a "resource violence monster", and its demand for computing power is simply a "black hole".

Imagine if we were to train an AI teaching assistant who could pass various exams, the "desert" of knowledge it needed to digest was equivalent to the sum of all human libraries. If you want to train an AI partner that can talk to humans, it needs to understand the semantic "galaxy" equivalent to the total amount of daily communication between all humans. Training such an AI agent alone requires a lot of computing resources.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

However, our existing computing architecture is like a "pond", which cannot meet the needs of the "violent monster" of AI agents. The arrival of AI agents urgently requires us to break through the bottleneck of computing power and open up new computing power "mines".

Rui Yong operates the association, and the troika drives side by side

In the face of the "gluttony" needs of AI agents, Lenovo is not a "virtual appearance". Under the control of Dr. Rui Yong, Lenovo launched a troika-driven solution, just like a "superhero" assembly, to solve the computing power crisis with a final word.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

The first "horse" is liquid cooling technology. Imagine that if our computing power center is like a "steamer", using all computing resources for "steaming", then the computing power will naturally increase significantly. Liquid cooling technology is to "open" the computing power, so that it can be "overclocked" to operate, and at the same time use liquid heat dissipation to prevent "burning".

The second "horse" is heterogeneous computing. We can combine different kinds of "labor", just like "Iron Man" wearing "Infinity Gauntlets". The CPU is responsible for the "head" operation, the GPU is responsible for the "muscle" operation, and the "assistants" such as the XPU work together to maximize the computing power.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

The third "horse" is the integrated design of soft and hard. Hardware is like the "body" of a "robot", and software is like the "brain" of a "robot", and the two need to work together seamlessly. Lenovo has deeply optimized the software and hardware at the system level to ensure that the entire "robot" can efficiently output power during operation and release the maximum computing potential.

With these troika driving side by side, Lenovo is like the "Avengers", with enough "firepower" to deal with the "challenge" of AI agents.

With a three-pronged approach, a new paradigm of AI is just around the corner

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

With Lenovo's "Diamond Combo Punch", the computing power requirements of AI agents are reliably guaranteed. This will undoubtedly accelerate the development of AI agents and bring us one step closer to the "new paradigm of AI".

The significant increase in computing power will greatly reduce the cost of training AI agents. It's like preparing a "full buffet" for the "gluttonous monster", and it no longer has to "run around" to forage for food. After the computing power is abundant, the training efficiency of AI agents will also be greatly improved, just like a "gluttonous monster" no longer needs to "go door-to-door" to forage for food, but can "eat to your heart's content".

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

Efficient use of computing resources will promote the rapid development of AI agents. It's like a "gluttonous monster" that not only has a "buffet", but also hires a "senior nutritionist" to carefully match the "recipes" to ensure that every bite is "used to the fullest". With efficient utilization of computing power, AI agents will develop like a "rocket".

With its own advantages in the field of computing power, Lenovo will lead the entire AI industry into a new paradigm. Just like "Iron Man" has become the leader of the "Avengers", Lenovo will become the "pioneer" of the AI computing revolution.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

With Lenovo's "Diamond Combination Punch" escort, AI agents will stand up like "superheroes" and open a new era of artificial intelligence.

Lenovo's new layout for intelligent computing

In order to better support the development of AI agents, Lenovo has rearranged in the field of intelligent computing, just like the "Avengers" are building a new "base".

Lenovo will build a cluster-level liquid-cooled computing platform, which is like building a "super reactor". This platform will integrate public cloud, private cloud and edge computing resources to form a "sea of computing power". Liquid cooling and heterogeneous computing technologies are used inside the platform to ensure that the computing power output reaches a "full load" state.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

Lenovo will build an all-in-one AI software stack, which is like developing the "ultimate combat system" for "superheroes". This software stack will integrate AI frameworks, middleware, and other modules to ensure that software and hardware work together and efficiently, so that AI agents can play their role in this "system".

Lenovo will also work with industry partners to build an open ecosystem, just like the "Avengers" recruiting "superheroes" around the world. Through this open alliance, all parties will collaborate and innovate to continue to deliver "ammunition" to AI agents and help them continue to "upgrade".

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

With these new layouts, Lenovo is like the "Avengers" regrouping and preparing enough "logistics" for AI agents. AI agents will thrive in this "superbase" and bring us more "superpowers".

Looking forward to the implementation of AI agents

AI agents are like "future superheroes", and they will bring new "superpowers" to human society. We will wait and see and hope that AI agents will "debut" as soon as possible.

What we are most looking forward to is the arrival of general-purpose AI agents, just like the birth of "universal superheroes". This AI agent will have human-level cognition, decision-making, and control capabilities, and can handle a variety of complex tasks. It's like the perfect combination of "Tony Stark" and "Jarvis", it can do anything.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

We are also eagerly looking forward to the "debut" of AI agents in various industries. For example, AI agents in the financial field, like the "Iron Man" "Jarvis", can provide us with intelligent investment advice, and AI agents in the medical field, like the "Hulk", have "super healing capabilities", and they will inject "super energy" into various industries.

AI agents will empower all things to be intelligent and open a new era of intelligence. Just like the "Avengers" gathers all kinds of "superheroes", AI agents will also make our world "shine". At that time, humans and AI agents will work together to create a new "intelligence".

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

Lenovo's new layout for intelligent computing

In addition to building a cluster-level liquid-cooled computing platform, building an integrated AI software stack, and building an open ecosystem, Lenovo has more "super moves" in the field of intelligent computing.

For example, Lenovo will launch a new model of "computing power as a service", just like the "Avengers" started a "superpower outsourcing" company. Enterprises and individuals only need to subscribe to Lenovo's computing power services, and they can flexibly call computing resources according to their needs, without the need to build their own computing power centers. This model of "renting superpowers" will greatly reduce the threshold for the use of computing power.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

Lenovo will also build an ecosystem around computing services, just like the "Avengers" to establish "branches" around the world. Whether you want to develop AI applications, train AI models, or deploy AI systems, you can find the "super assistant" you need in this ecosystem.

What's more worth looking forward to is that Lenovo will launch a "one-stop" AI solution, just like the "Avengers" launched an "all-in-one service package". The solution will cover the entire process of computing power, software, and services, helping enterprises easily get started with AI without having to "build wheels" on their own.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

With these "super moves", Lenovo is like the "headquarters" of the "Avengers", which will provide all-round support for the landing of AI agents. AI agents will thrive in this "super ecosystem" and bring us more "superpowers".

AI agents are like "future superheroes", and they will bring new "superpowers" to human society. Lenovo is the "Avengers headquarters" of these "superheroes", providing all-round support for AI agents through "super moves" such as computing power, software, and services.

Dr. Rui Yong, CTO of Lenovo: From AI large models to AI agents, unlock a new paradigm of AI

General AI agents will have human-level cognition, decision-making, and control capabilities, and AI agents in various industries will also inject "super energy" into finance, medical and other fields. AI agents will empower all things to be intelligent and open a new era of intelligence.

At that time, humans and AI agents will work together to create a new "intelligence". Lenovo will, as always, provide "logistical support" for these "superheroes" and become a "solid backing" for the landing of AI agents.

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