China's manufacturing problems, life issues, and old-age problems must put artificial intelligence and robots on the ground. This requires us to be "real useful robots", which is different from many virtual AIs. We are now doing really useful robots, and we have to face the most important application scenarios of the national economy and people's livelihood. Foxconn's factory is also facing huge problems in recruiting. The new iPhone assembly is facing the challenge of reducing one-third of its employees. It includes many assemblies and many challenges to intelligent robots. Nowadays, many families cannot recruit babysitters to take care of their parents and grandparents. Such personalized needs will be the direction of our efforts.
In addition, future technologies combine a variety of new, artificial, wearable, IoT, and new energy technologies that have given us new challenges in new high-speed development iterations.
For example, Shanghai 3D Printing International Summit, which describes how to use 3D printing technology and circuit, sensing technology, we can foresee that the car shell of the future is a battery, the future robot body can embed 3D sensing and smart chips .
How to integrate smart nuclear physical space and information space into one?
The concept of artificial intelligence is very broad. The artificial intelligence we are discussing now is “artificial intelligence + CPS + human perception”, which is the concept of “HCPS”, that is, how to put the perception space, computer expression space and the physical space to be processed. It is the challenge of our next artificial intelligence application to integrate these three into one.
The development of artificial intelligence in the virtual world is fast. For example, when I was learning the computer 30 years ago, only one person could use one computer. Now we are associated with hundreds of computers every day, computer computing. The ability has also increased by 1 million times.
The above curve is how to integrate the structure of the physical world with the embedded system, which makes us have a new height in today's innovation. Our country attaches great importance to the plan for future human-machine integration in basic research. In fact, in Germany, human-machine integration products are gradually becoming a reality. For example, in the Volkswagen factory, human-machine collaboration robots have really reached the front line of production.
In the development of robots in China, the main topics of the papers published today are focused on the following topics: deep learning, medical robots, software robots, etc. At present, there are more and more Chinese robots, emerging technologies and possibilities. On the world stage of competition, China is catching up faster and faster in the basics, and the gap with the world's largest countries is getting smaller and smaller. After the United States, Germany, and Japan, we are in fourth place. The fast-tracking speed allows us to make better improvements in the basics of robotics and artificial intelligence.
In all new technologies, artificial intelligence has brought us a step-up trend.
In the current application of artificial intelligence and basic data, scene applications, China has many advantages, but we can not only see the implementation of basic algorithms, core software, artificial intelligence hardware in our country, including intelligent manufacturing, medical equipment, automatic Driving, these hardware actually have a very good feature in Europe, it is worth learning.
In the case of artificial intelligence to bring us a cost-effective computing engine, there is also cost-effective Internet big data as a fuel. Big data, cloud, Internet of Things, and 5G have brought us a new opportunity for rapid sensing and rapid integration. The rise of big data 10 years ago, to semi-automatic, manual data sorting, automatic data discovery, automatic data classification and decision-making, all bring new growth opportunities for the whole development.
Above we mentioned the scene of the artificial intelligence next landing, then the State Council recently held a conference on artificial intelligence, and the meeting also emphasized the scene of artificial intelligence landing. In fact, "artificial intelligence + robot" is solved from automation and production. Extend to important nodes of society.
In terms of manufacturing, we emphasize smart travel, such as autonomous driving, as well as future smart medical care, as well as automatic agriculture, and there are many opportunities in robot manufacturing, including robotic overhaul and robot education.
The future of machine learning is an important direction for artificial intelligence breakthroughs. From the perspective of strong artificial intelligence, connect with your own learning. Nowadays, big data and computing power have made great breakthroughs. The next step is to integrate evolutionary algorithms.
Thousands of layers of deep network real-time computing, to now enhance continuous learning, input and output learning, and then to the entire state of the space, and to learn from each other, robots and people learn from each other. We use the fast learning opportunity to do Semantic SLAM, which can automatically identify objects and make real application scenarios.
How do we make good use of China's advantages, including our flexible manufacturing and personalized services, is the key to the future development of domestic robots. At the same time, in the future, we must pay more attention to complementing our shortcomings, including original ability, interdisciplinary, and interdisciplinary. In these respects, if we do well, we can achieve global cooperation and cross-sharing. Then, in the era of rapid innovation of new technologies, we can coordinate global innovation resources, form effective and interoperable technology transfer, and create our best practices on intelligent robots.