Text / Gao Yang
Lu Qi's speech swiped the screen, I read his speech carefully, and gained a lot.
Lu Qi mentioned that the development of human society can be roughly divided into three stages: agriculturalization, industrialization and digitalization.
In the three progressive stages, human beings have been exploring how to reduce tedious and energy-consuming physical and mental work, which has been a consistent evolutionary thread for tens of thousands of years.
From agriculturalization to industrialization, and the depth of industrialization, it is actually a process in which "machinery and electrical appliances" gradually replace manual labor.
The biggest change in the big model is to make the acquisition and use of knowledge easier and cheaper.
The large model encapsulates all the knowledge in the world. It has strong enough learning and reasoning capabilities, its domain is wide enough, its knowledge is deep enough, and it is easy to use. This is the biggest change.
When knowledge is no longer a person's main barrier, the core competitiveness of mental workers will also change. What changes are still unclear, but one thing is certain, one's "opinion" is becoming more and more important.
From this, I think of the four stages in which we ordinary people can make money in this trend.
The first stage is how to get started. ChatGPT is out, MidJourney is also out, how to register? how to use? This can lead to a bunch of services that can be completed. If there are services, there will be benefits and money.
The second stage, how to apply the outlet of the large model to your own industry, belongs to the application layer.
The third stage is how to build some tools to help solve some problems.
The fourth stage is to build an ecosystem platform.
Let me pick some golden sentences from the speech for your appreciation:
1. What is valuable in the future is personal unique insights. Entrepreneurs and scientists become the typical occupations of the next era.
2. Human society is driven by technology. From the agricultural age, industrial development to the information age, the inflection point of the big model will affect our economic and occupational structure.
3. OpenAI has led the era of large models and achieved a high degree of knowledge compression. Natural language processing requires knowledge fusion, and Transformer has achieved this goal.
4. The future is an era where models are ubiquitous. Model scalability and ecology are crucial. Human models and learned models complement each other and can be integrated for a long time.
5. The large-scale model will have a profound and systematic impact on everyone and industries. Occupations and industries face the double impact of cost reduction and efficiency increase, cost reduction and increased demand.
6. In the process of starting a business, entrepreneurs need to have a clear direction, be diligent in learning, and act decisively. Companies need to pay attention to product development, technology research and development, demand satisfaction and business value exploration, as well as talent and organizational construction.
"My Large-scale Model World View" speech PPT, back to "Lu Qi".
