Home Technology peripherals AI Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence

Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence

Jan 17, 2024 am 09:54 AM
AI ai large model

At the Zhipu AI Technology Open Day, Zhang Bo, academician of the Chinese Academy of Sciences and professor of Tsinghua University, gave a speech on the topic "From Large Language Model to General Artificial Intelligence". He shares insights into the current state and future of generative AI.

Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence

Academician Zhang Bo pointed out that we can only truly understand it by creating generative artificial intelligence. The development of generative artificial intelligence is very important to us.

In response to the current situation and problems faced by large models, Academician Zhang Bo proposed three major capabilities and one shortcoming of AI. The first is its powerful generation capability, which refers to the ability of AI to efficiently generate a large amount of high-quality content. Secondly, it has strong transfer (promotion) capabilities, which means that AI can transfer the knowledge and skills learned in one field to other fields to achieve cross-field applications. The third is powerful interaction capabilities, which refers to the ability of AI to interact naturally and intelligently with humans, such as speech recognition and natural language processing. However, one drawback of AI is illusion, that is, AI sometimes produces false information or results. This means that the AI ​​may give inaccurate or unreliable answers in certain situations. Therefore, in the process of developing AI technology, the problem of illusion needs to be solved to ensure the reliability of AI. Academician Zhang Bo believes that the breakthrough point of generative artificial intelligence is the ability to answer almost any question based on context and past conversations. A natural language problem, realizing human-machine natural language dialogue and generating human-level text.

Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence Regarding the path to the development of general artificial intelligence, Academician Zhang Bo believes that the traditional (first and second generation) AI paradigm is to use specific ## in a specific field #Algorithm

and rules to complete specific tasks, while the generative (third generation) AI paradigm is based on a general model called the basic model. Through training on a wide range of text data, similar models can be generated in an open field. Human-level high-quality text, images, and other content, and (e.g., fine-tuned) can be adapted to a wide range of downstream tasks.

Specifically speaking, to develop the third generation of artificial intelligence, firstly, it is necessary to construct explainable and robust (robust) AI theories and methods; secondly, it is necessary to develop safe, controllable, credible, reliable and Scalable AI technology promotes the innovative application and industrialization of AI. Third, knowledge-driven + data-driven, utilizing four major elements: knowledge, data, algorithms, and computing power.

The academician pointed out that the development of the third generation of artificial intelligence has proved the feasibility of artificial intelligence behaviorism. Research on reinforcement learning is the direction of future artificial intelligence development.

Academician Zhang Bo finally said frankly that any country or nation must develop artificial intelligence to develop its economy. As for the new round of AI threats, he believes that everyone should not be nervous. Some jobs will be replaced, but most jobs will not. At most one-third, AI will join us as assistants in the future. Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence

The above is the detailed content of Academician Zhang Bo: Advantages and Disadvantages of Generative Artificial Intelligence. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

R.E.P.O. Energy Crystals Explained and What They Do (Yellow Crystal)
2 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
Hello Kitty Island Adventure: How To Get Giant Seeds
1 months ago By 尊渡假赌尊渡假赌尊渡假赌
Two Point Museum: All Exhibits And Where To Find Them
1 months ago By 尊渡假赌尊渡假赌尊渡假赌

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

How to output a countdown in C language How to output a countdown in C language Apr 04, 2025 am 08:54 AM

How to output a countdown in C? Answer: Use loop statements. Steps: 1. Define the variable n and store the countdown number to output; 2. Use the while loop to continuously print n until n is less than 1; 3. In the loop body, print out the value of n; 4. At the end of the loop, subtract n by 1 to output the next smaller reciprocal.

What are the rules for function definition and call in C language? What are the rules for function definition and call in C language? Apr 03, 2025 pm 11:57 PM

A C language function consists of a parameter list, function body, return value type and function name. When a function is called, the parameters are copied to the function through the value transfer mechanism, and will not affect external variables. Pointer passes directly to the memory address, modifying the pointer will affect external variables. Function prototype declaration is used to inform the compiler of function signatures to avoid compilation errors. Stack space is used to store function local variables and parameters. Too much recursion or too much space can cause stack overflow.

How to play picture sequences smoothly with CSS animation? How to play picture sequences smoothly with CSS animation? Apr 04, 2025 pm 05:57 PM

How to achieve the playback of pictures like videos? Many times, we need to implement similar video player functions, but the playback content is a sequence of images. direct...

CS-Week 3 CS-Week 3 Apr 04, 2025 am 06:06 AM

Algorithms are the set of instructions to solve problems, and their execution speed and memory usage vary. In programming, many algorithms are based on data search and sorting. This article will introduce several data retrieval and sorting algorithms. Linear search assumes that there is an array [20,500,10,5,100,1,50] and needs to find the number 50. The linear search algorithm checks each element in the array one by one until the target value is found or the complete array is traversed. The algorithm flowchart is as follows: The pseudo-code for linear search is as follows: Check each element: If the target value is found: Return true Return false C language implementation: #include#includeintmain(void){i

Integers in C: a little history Integers in C: a little history Apr 04, 2025 am 06:09 AM

Integers are the most basic data type in programming and can be regarded as the cornerstone of programming. The job of a programmer is to give these numbers meanings. No matter how complex the software is, it ultimately comes down to integer operations, because the processor only understands integers. To represent negative numbers, we introduced two's complement; to represent decimal numbers, we created scientific notation, so there are floating-point numbers. But in the final analysis, everything is still inseparable from 0 and 1. A brief history of integers In C, int is almost the default type. Although the compiler may issue a warning, in many cases you can still write code like this: main(void){return0;} From a technical point of view, this is equivalent to the following code: intmain(void){return0;}

How to define the call declaration format of c language function How to define the call declaration format of c language function Apr 04, 2025 am 06:03 AM

C language functions include definitions, calls and declarations. Function definition specifies function name, parameters and return type, function body implements functions; function calls execute functions and provide parameters; function declarations inform the compiler of function type. Value pass is used for parameter pass, pay attention to the return type, maintain a consistent code style, and handle errors in functions. Mastering this knowledge can help write elegant, robust C code.

Zustand asynchronous operation: How to ensure the latest state obtained by useStore? Zustand asynchronous operation: How to ensure the latest state obtained by useStore? Apr 04, 2025 pm 02:09 PM

Data update problems in zustand asynchronous operations. When using the zustand state management library, you often encounter the problem of data updates that cause asynchronous operations to be untimely. �...

How to implement nesting effect of text annotations in Quill editor? How to implement nesting effect of text annotations in Quill editor? Apr 04, 2025 pm 05:21 PM

A solution to implement text annotation nesting in Quill Editor. When using Quill Editor for text annotation, we often need to use the Quill Editor to...

See all articles