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

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

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)

WorldCoin (WLD) price forecast 2025-2031: Will WLD reach USD 4 by 2031? WorldCoin (WLD) price forecast 2025-2031: Will WLD reach USD 4 by 2031? Apr 21, 2025 pm 02:42 PM

WorldCoin (WLD) stands out in the cryptocurrency market with its unique biometric verification and privacy protection mechanisms, attracting the attention of many investors. WLD has performed outstandingly among altcoins with its innovative technologies, especially in combination with OpenAI artificial intelligence technology. But how will the digital assets behave in the next few years? Let's predict the future price of WLD together. The 2025 WLD price forecast is expected to achieve significant growth in WLD in 2025. Market analysis shows that the average WLD price may reach $1.31, with a maximum of $1.36. However, in a bear market, the price may fall to around $0.55. This growth expectation is mainly due to WorldCoin2.

What does cross-chain transaction mean? What are the cross-chain transactions? What does cross-chain transaction mean? What are the cross-chain transactions? Apr 21, 2025 pm 11:39 PM

Exchanges that support cross-chain transactions: 1. Binance, 2. Uniswap, 3. SushiSwap, 4. Curve Finance, 5. Thorchain, 6. 1inch Exchange, 7. DLN Trade, these platforms support multi-chain asset transactions through various technologies.

Why is the rise or fall of virtual currency prices? Why is the rise or fall of virtual currency prices? Why is the rise or fall of virtual currency prices? Why is the rise or fall of virtual currency prices? Apr 21, 2025 am 08:57 AM

Factors of rising virtual currency prices include: 1. Increased market demand, 2. Decreased supply, 3. Stimulated positive news, 4. Optimistic market sentiment, 5. Macroeconomic environment; Decline factors include: 1. Decreased market demand, 2. Increased supply, 3. Strike of negative news, 4. Pessimistic market sentiment, 5. Macroeconomic environment.

Aavenomics is a recommendation to modify the AAVE protocol token and introduce token repurchase, which has reached the quorum number of people. Aavenomics is a recommendation to modify the AAVE protocol token and introduce token repurchase, which has reached the quorum number of people. Apr 21, 2025 pm 06:24 PM

Aavenomics is a proposal to modify the AAVE protocol token and introduce token repos, which has implemented a quorum for AAVEDAO. Marc Zeller, founder of the AAVE Project Chain (ACI), announced this on X, noting that it marks a new era for the agreement. Marc Zeller, founder of the AAVE Chain Initiative (ACI), announced on X that the Aavenomics proposal includes modifying the AAVE protocol token and introducing token repos, has achieved a quorum for AAVEDAO. According to Zeller, this marks a new era for the agreement. AaveDao members voted overwhelmingly to support the proposal, which was 100 per week on Wednesday

How to win KERNEL airdrop rewards on Binance Full process strategy How to win KERNEL airdrop rewards on Binance Full process strategy Apr 21, 2025 pm 01:03 PM

In the bustling world of cryptocurrencies, new opportunities always emerge. At present, KernelDAO (KERNEL) airdrop activity is attracting much attention and attracting the attention of many investors. So, what is the origin of this project? What benefits can BNB Holder get from it? Don't worry, the following will reveal it one by one for you.

What are the hybrid blockchain trading platforms? What are the hybrid blockchain trading platforms? Apr 21, 2025 pm 11:36 PM

Suggestions for choosing a cryptocurrency exchange: 1. For liquidity requirements, priority is Binance, Gate.io or OKX, because of its order depth and strong volatility resistance. 2. Compliance and security, Coinbase, Kraken and Gemini have strict regulatory endorsement. 3. Innovative functions, KuCoin's soft staking and Bybit's derivative design are suitable for advanced users.

The top ten free platform recommendations for real-time data on currency circle markets are released The top ten free platform recommendations for real-time data on currency circle markets are released Apr 22, 2025 am 08:12 AM

Cryptocurrency data platforms suitable for beginners include CoinMarketCap and non-small trumpet. 1. CoinMarketCap provides global real-time price, market value, and trading volume rankings for novice and basic analysis needs. 2. The non-small quotation provides a Chinese-friendly interface, suitable for Chinese users to quickly screen low-risk potential projects.

Rexas Finance (RXS) can surpass Solana (Sol), Cardano (ADA), XRP and Dogecoin (Doge) in 2025 Rexas Finance (RXS) can surpass Solana (Sol), Cardano (ADA), XRP and Dogecoin (Doge) in 2025 Apr 21, 2025 pm 02:30 PM

In the volatile cryptocurrency market, investors are looking for alternatives that go beyond popular currencies. Although well-known cryptocurrencies such as Solana (SOL), Cardano (ADA), XRP and Dogecoin (DOGE) also face challenges such as market sentiment, regulatory uncertainty and scalability. However, a new emerging project, RexasFinance (RXS), is emerging. It does not rely on celebrity effects or hype, but focuses on combining real-world assets (RWA) with blockchain technology to provide investors with an innovative way to invest. This strategy makes it hoped to be one of the most successful projects of 2025. RexasFi

See all articles