Someone said，The iteration cycle of new technologies is already once a year。From October 2021, Zuckerberg changed the company’s name to Meta and announced the first year of the metaverse，Just one year，The All in metaverse heat wave started by following the trend around the world seems to have been extinguished by bet365 horse racing odds。

　What is bet365 horse racing odds

Simply put，ChatGPT is a large-scale language model focused on conversation generation。bet365 horse racing odds is likened to an intelligent combination of “search + social”，Introduced core technology RLHF (reinforcement learning based on human feedback)，To obtain continuous progress、Better results every day。Every time we use bet365 horse racing odds, we help its evolution，In a sense，We are machine learning assistants。

In essence，ChatGPT is still a program，Even though bet365 horse racing odds looks like bet365 horse racing odds has a human mind，But bet365 horse racing odds is fundamentally different from the real human "mind"，The operating mechanism of the two is completely different - bet365 horse racing odds’s just that we “imagine” bet365 horse racing odds as a human being。

The great breakthrough of ChatGPT is，Can generate creative answers independently，Even like the ideal "human being" who can "actively" admit mistakes、Optimized answer；I question the error in your question，Even dare to admit one's "ignorance" - this is a very big leap。bet365 horse racing odds steps on the boundary between weak intelligence and strong intelligence，Let’s rekindle hope in AGI (Artificial General Intelligence) – but bet365 horse racing odds’s still not AGI，Even if bet365 horse racing odds is becoming a new starting point，This step is still very different。

AGI is described as being able to complete or even surpass all tasks performed by humans。From specific properties to general properties of the environment，bet365 horse racing odds can provide complete solutions。The ultimate goal of AGI is to achieve autonomous perception、Cognition、Study、Decision、Execution and Social Collaboration，In line with human emotions、Ethics and moral concepts。In other words，bet365 horse racing odds must meet at least four key conditions: (1) bet365 horse racing odds can generate tasks autonomously like humans；(2) Able to handle any task not predefined in complex and dynamic physical and social environments；(3) Have a value system that distinguishes right from wrong；(4) Have human-like emotional perception and aesthetic abilities。

In other words，Be able to do more than just have the ability to accomplish goals，You can also enjoy the subjective experience in the process，is a general agent driven by perception and value cognition architecture - and bet365 horse racing odds has neither self-"experience"，Nor can you “self-examine” and understand your own actions - this is the key step。

　　Why is bet365 horse racing odds popular

ChatGPT attracts global attention，Its commercial success should not be ignored。Although many technology giants at home and abroad are studying chatbots，Also planned for many years，But the last moment in 2022，Only ChatGPT stands out。This is not because of luck，But bet365 horse racing odds accurately grasps the convergence point between its own technical characteristics and human needs，And just in time - this is very much like Steve Jobs' "aesthetics"，Although bet365 horse racing odds looks like Nokia makes the same "mobile phones"。

There is one key thing ChatGPT does，bet365 horse racing odds is to establish the real interaction between user calls and model iteration。In times of uncertainty，Seeking “answers” ​​from mysterious power caters to human beings’ confusion and fear of the unknown，bet365 horse racing odds also satisfies people’s curiosity and desire for the future。

Actually，The success of ChatGPT does not depend on a single link，But a systematic and overall breakthrough。Here，bet365 horse racing odds is not only knowledge that is answered，Also includes the human body、Behavior and even soul。

Unlike Facebook, which can’t wait to concoct the concept of “metaverse”，bet365 horse racing odds’s impact on the industry is substantial。Policy makers and social governance researchers must respond immediately，Because bet365 horse racing odds can be used in conjunction with other AIGC models，The scene of obtaining industrial implementation，Present a variety of cool and practical functions - enterprises in the midst of changes see hope in them，Competing on a track with no rules yet。

Bill Gates said，People always overestimate the first five years of the emergence of new technologies，Underestimating the second five years。Today，bet365 horse racing odds seems to make people unable to bear the loneliness of "let the bullets fly"。Under the wind，Technology giants have launched similar products in advance——Google、Meta’s chatbots Bard and BlenderBot，Baidu、Ali、JD.com、iFlytek and others have also released bet365 horse racing odds product plans。

Behind the technological innovation，bet365 horse racing odds shows the fierce market competition among enterprises for future industries。

　　Where bet365 horse racing odds gap

There is an article saying，10% of the ChatGPT R&D team are Chinese，Explanation that overseas Chinese are an important force in global scientific and technological innovation。Then，Will similar AI breakthroughs happen around us？If there is a gap，What inspirations can we get from bet365 horse racing odds？

First，ChatGPT makes us more aware，The success of any technological innovation can never be a single breakthrough，bet365 horse racing odds must be systemic and ecological level - algorithm programming、Hardware materials、Data thinking and ability、The result of the comprehensive effect of mechanism model and even culture。So much so that Professor Zhang Junping of Fudan University said，Want to surpass ChatGPT，At least programming、Hardware、These three aspects of data must be used simultaneously。

In the context of the Internet of Things，The importance of “hardware” cannot be ignored。The United States has restrictions on top computing chips，For example, Nvidia A100 used by bet365 horse racing odds，Not available in China，This leads to a gap in computing power。To break through the stuck link，We need to achieve a complete breakthrough from chips to graphics cards。

Secondly，The huge cost is staggering。What we can see explicitly is the direct funding investment，For example, the training cost of large models。The current frequency of bet365 horse racing odds knowledge update cannot keep pace with real-world development，The knowledge training library only stays in 2021。Even to achieve the current effect，bet365 horse racing odds uses approximately 285,000 CPUs and more than 10,000 GPUs，Enter data 24 hours a day，Using 45TB of text data、Nearly one trillion words (equivalent to 13.51 million Oxford dictionaries) to train the model。According to estimates by Xiaoice Robot R&D experts，Training such a large language model containing 175 billion parameters，At least 300 million per day、The cost of dialogue is nearly 100 billion yuan a year。

Then，What about the hidden costs？bet365 horse racing odds took OpenAI 7 years from its establishment to the launch of ChatGPT，bet365 horse racing odds was still in the red until last year，Also questioned。No one can succeed easily，Technological innovation especially requires a long period of accumulation。Now that the market is suddenly hot, everyone is following suit，What is the significance of innovation in products that imitate functions？

Can you endure loneliness，Not just a lasting financial investment，bet365 horse racing odds also depends on the insight into technological development trends and human evolution。“Artificial intelligence” can be regarded as the fusion of human and machine intelligence，This is a road full of thorns and extremely difficult and dangerous。Trend judgment determines our attitude towards technology incubation，Can we set goals from the perspective of national strategy、Rhythm control、Resource investment and evaluation mechanism for overall layout and scientific decision-making，Determines the results for the next few years，The contribution of domestic think tanks in this regard is really lackluster。

In addition，Rigid educational philosophy、Adherence to subject boundaries、Corruption in academic culture and other phenomena，All of these have resulted in a lack of utilitarianism in scientific research and a lack of scientific spirit of seeking truth bet365 horse racing odds facts。Without a doubt，In the practice of major scientific and technological innovation，Solidly cultivating originality is the core element to maintain the vitality of national development and the country’s strong competitiveness。

　　Where are the opportunities

As long as you can sense the trend，Then bet365 horse racing odds brings more than just revelation，There are also opportunities。

First，“Truth” and the possibility of being infinitely close to the truth。In acquiring Twitter，Elon Musk said，bet365 horse racing odds is very important to become a digital public square that is trusted to the maximum extent。Professor Huang Minlie of Tsinghua University mentioned，After GPT-3，All OpenAI models are not open source，But API calls are provided，And attach great importance to the call of real-world data and the iteration of these data on the model。Reality without premises，No matter how good the algorithm model is, bet365 horse racing odds can only produce errors。

February 8，Google chatbot Bard made factual errors in its debut，bet365 horse racing odds deepens people’s distrust of GPT。In fact，Facing the most demanding and professional scrutiny in public，And more overturning occurs in ordinary situations where bet365 horse racing odds cannot be verified or ordinary people do not have the knowledge advantage。

This is exactly what ChatGPT has been criticized for。Everyone recognizes，bet365 horse racing odds is good at talking nonsense。And for the public，This is more dangerous than the obvious lies and deception。

Currently，ChatGPT is still a black box calculation，There are great limitations in the credibility and controllability of the content。This is an angle from which research and development can be deepened，bet365 horse racing odds is also an industrial opportunity and market space。As accurate information as possible、Knowledge optimized through verification，Combined with knowledge management and information injection technologies such as knowledge graph，Within a specific data range and application scenario，bet365 horse racing odds is possible to obtain more reliable results。This is also the original intention of our R&D team to develop “source data” since 2018。

I always think，The media bet365 horse racing odds is the best “gift” God has given to mankind to reveal the truth。

Secondly，Industry data and information security protection。For domestic scientific research and industry，This is a limited window period。On the one hand，ChatGPT is not open source，bet365 horse racing odds will be more difficult if you need to rebuild this system。On the other hand，bet365 horse racing odds may be difficult to achieve such a large data scale，The data collected by ChatGPT comes from the Internet，Mostly in English，Easier to get。While in the country，There are a series of policies such as data security law，Collecting industry and industry data is very difficult，Even the obtained data is difficult to share due to security risks。Of course，This is useful for accelerating research and development in a specific environment、bet365 horse racing odds is undoubtedly beneficial to make up for the shortcomings。

Another overlooked question is，We must attach great importance to AI evolution and social governance、Research on Technology Ethics，And bet365 horse racing odds has reached the point where there is no need to delay。System construction often lags behind actual changes，But the arrival of AI requires us to have the ability to foresee and govern the model，Otherwise, the emergence of human-like intelligence or even new "species" will make bet365 horse racing odds too late for mankind。

Currently，The humanities and social sciences and science and engineering disciplines in China are still separated bet365 horse racing odds each other，Seriously affecting the improvement of the overall development level of artificial intelligence in our country。Simply treat artificial intelligence as a computer science discipline or the exclusive territory of a certain discipline，Even excludes brain cognition、Neurology、Psychology、Medicine and Law、Ethics、The fusion of philosophies，The consequences will soon be apparent。

bet365 horse racing odds should be said，The rapid development of business carnival and industrial application，There is no compensation for the price we will pay for our haste and ignorance in the future。Today，bet365 horse racing odds is difficult to predict the outcome of the exploration of human-computer intelligence integration，I can only keep reflecting on the journey、Introspection，Because Eastern and Western civilizations face the common destiny of mankind，This is also the only choice for human technological civilization to move towards a bright future。

(The author is the director bet365 horse racing odds Biosensing Intelligence Application Research Department bet365 horse racing odds State Key Laboratory of Media Integrated Production Technology and Systems、Dean of Xinhua Internet Integrated Media Future Research Institute)