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Inventory of AI autonomous agents, full coverage of construction, application, and evaluation, 32-page overview by Wen Jirong from Gaoling of the National People’s Congress

Editors: Du Wei, Chen Ping
This paper provides a comprehensive introduction to the construction, potential applications, and evaluation of large language model (LLM)-based agents, which is of great significance for a comprehensive understanding of the development of this field and for inspiring future research.
In today's AI era, autonomous agents are considered a promising path towards artificial general intelligence (AGI). The so-called autonomous agent is capable of completing tasks through autonomous planning and instructions. In early development paradigms, the policy function that determines the agent's actions is dominated by heuristics, which are gradually refined in the environment interaction.
However, in unconstrained open-domain environments, it is often difficult for autonomous agents to act with human-level proficiency.
With the great success of large language models (LLMs) in recent years...
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Android in the AR world is in China, Rokid detonates the spatial computing frenzy

It may be hard for you to imagine that in a space without a display screen or a mouse, you can complete a 5,000-word article with just a pair of AR glasses and a pocket host.
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Complete victory over GPT-4, killing the closed-source model in seconds! Code Llama mysterious version exposed

Only 2 days after its release, Code Llama once again ignited the revolution of AI coding.
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Fatal hallucinations, development of GPU alternatives, large models still face these 10 major challenges

How to make LLM better? In the face of large models, what problems need to be solved? It has become an important research topic in the field of AI.
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This AI research report quickly figured out ChatGPT, Gen-AI, large models, multimodal...

The current generative AI market is in the early stage of technology dominance, and there are opportunities for platform companies with a market value of hundreds of billions of dollars.
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Netease games, revitalize AI?

Netease’s financial report shows that the game, cloud music, media, Youdao and other business lines have AI applications to varying degrees.
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AI painting tool Midjourney launched the "Inpainting" function, which can partially redraw the generated picture

According to news from IT House on August 26, Midjourney, a well-known AI painting tool, recently launched a new feature "Inpainting", which can be experienced by users who subscribe to Midjourney at a price of $10 per month. It is said that this function enables users to modify parts or details of the generated pictures without recreating a new work. Foreign media PCMag reported that, for example, users can first use this tool to generate a picture of "a fish jumping out of the water", and then through the "_y (Region)" button, they can enter a new prompt, such as the previously generated fish Replaced with a shark.
Midjourney said the feature is available in selected...
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Discussion on the discharge of nuclear sewage into the sea! The Japanese government was exposed to using AI weapons to monitor the entire network in real time for "false information"

As early as last year, the Japanese government began to use AI tools to detect remarks related to the discharge of Fukushima nuclear sewage
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Li Yanhong: The vertical model is not a competitor of the basic model, and should be built on the most powerful basic model

According to a report by Golden Ten Data on August 26, Robin Li, founder, chairman and CEO of Baidu, revealed that Baidu is developing Wenxin Model 4.0 and plans to launch it by the end of this year. During this transition period from Wenxin Model 3.5 to 4.0, Baidu is working hard to build Wenxin Model-driven applications and solutions for different industries and scenarios. Li Yanhong also mentioned that the basic model and the vertical model of the industry are not competing products, and the vertical model of the industry should be built on the most powerful basic model: "The basic model iterates rapidly, but the vertical model of the industry is difficult to keep up with the innovation. pace."
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Li Yanhong: The vertical model is not a competitor of the basic model, and should be built on the most powerful basic model

According to a report by Golden Ten Data on August 26, Robin Li, founder, chairman and CEO of Baidu, revealed that Baidu is developing Wenxin Model 4.0 and plans to launch it by the end of this year. During this transition period from Wenxin Model 3.5 to 4.0, Baidu is working hard to build Wenxin Model-driven applications and solutions for different industries and scenarios. Li Yanhong also mentioned that the basic model and the vertical model of the industry are not competing products, and the vertical model of the industry should be built on the most powerful basic model: "The basic model iterates rapidly, but the vertical model of the industry is difficult to keep up with the innovation. pace."
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Li Yanhong: The vertical model is not a competitor of the basic model, and should be built on the most powerful basic model

According to a report by Golden Ten Data on August 26, Robin Li, founder, chairman and CEO of Baidu, revealed that Baidu is developing Wenxin Model 4.0 and plans to launch it by the end of this year. During this transition period from Wenxin Model 3.5 to 4.0, Baidu is working hard to build Wenxin Model-driven applications and solutions for different industries and scenarios. Li Yanhong also mentioned that the basic model and the vertical model of the industry are not competing products, and the vertical model of the industry should be built on the most powerful basic model: "The basic model iterates rapidly, but the vertical model of the industry is difficult to keep up with the innovation. pace."
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