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class=\"has-medium-font-size\"><strong>\u7b2c\u4e09\uff0c\u4f60\u8981\u8bc6\u7834\u8fd9\u4e9b\u6240\u8c13\u7684\u9634\u8c0b\u5bb6\u6216\u8005\u60f3\u5272\u4f60\u97ed\u83dc\u7684\u4eba\u7684\u90a3\u4e9b\u628a\u620f\u3002<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u5c31\u662f\u8bf4\uff0c\u5982\u679c\u518d\u6765\u4e00\u4e2a\u4eba\u5047\u88c5\u54e5\u4f26\u5e03\u8bf4\u4ed6\u662f\u795e\u7684\u4ee3\u8868\uff0c\u7136\u540e\u4ed6\u80fd\u7948\u7977\u4e0a\u5929\u80fd\u8ba9\u8fd9\u6708\u4eae\u51fa\u6765\uff0c\u4f60\u4e0d\u8981\u4fe1\u3002\u6240\u4ee5\u4f60\u9700\u8981\u4e86\u89e3ChatGPT\u80cc\u540e\u7684\u4e00\u4e9b\u79d1\u5b66\u539f\u7406\u3002\u6700\u7b80\u5355\u7684\u4e00\u4e9b\u539f\u7406\uff0c\u50cf\u4eca\u5929\u6211\u8bb2\u7684\u8fd9\u4e9b\uff0c\u4f60\u8fd8\u662f\u9700\u8981\u6709\u6240\u4e86\u89e3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/06\/CXOUNION\u65b0\u4e8c\u7ef4\u7801.png\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u7ffb\u8bd1\uff1a<\/h2>\n\n\n\n<p class=\"has-medium-font-size\">Wu Jun, born in 1967, graduated from Tsinghua University and Johns Hopkins University, PhD in computer science, former Google senior senior researcher, former vice president of Tencent, Silicon Valley venture investor.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">On the evening of April 3, Wu Jun, a computer scientist and natural language model expert, was invited to give a live share on current hot topics such as artificial intelligence and ChatGPT.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">First, why is the emergence of ChatGPT causing panic?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">I know that ChatGPT has been a hot topic in China recently, and a lot of people are talking about it, but it&#8217;s interesting that in the United States, not many people are talking about it anymore. In fact, it is not just ChatGPT. Looking back 10 years, when many new technologies were emerging, I found that the heat of discussion in the Chinese media was much higher than that in the United States. Although that technology is actually mainly in the United States, but the Chinese people are more concerned about it. I think that&#8217;s a good thing, but it&#8217;s also a bad thing.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The &#8220;bad&#8221; is that these technologies are actually over-hyped, and in the process, there are many people who fish in troubled waters to make money from them. Blockchain, for example, was so hot at the time, but now it&#8217;s not discussed much, right? This is the first one. The second is the meta-universe, and at present only Facebook in the United States is still insisting on doing it. <\/p>\n\n\n\n<p class=\"has-medium-font-size\">In China, many people are talking about whether we will live in a completely virtual world in the future. Finally, from the end of last year to the beginning of this year, Facebook poured tens of billions of dollars into this area, and did not listen to a single sound, and finally began large-scale layoffs. Now, a hot topic is ChatGPT, some people are excited, some people are afraid, and now I also see that there are many people in China in the troubled waters, trying to cut everyone again leek.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Before I tell you what ChatGPT is, let me tell you a historical story that you laugh at, but when you look back, so do many people today.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">In 1503, Columbus&#8217;s son wrote down this story, Columbus was sailing west to the New World, and halfway to Jamaica, there was no food on board. So Columbus and his crew had to rely on the locals to provide food and drink. However, after a few days of providing food, the crew got into trouble with the locals &#8211; some of the crew stole from the locals, so the locals were cut off from food and drink.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">To get out of this dilemma, Columbus had an ingenious idea. Columbus had a perpetual calendar with him, and he marked on it that there would be a solar eclipse, a lunar eclipse, and all that information. Columbus called the local tribal leaders and said, &#8220;You have sinned against God by not giving me food, God will be angry, the moon will turn red, and God will take the moon away.&#8221;<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Of course, we basically know now that during a total lunar eclipse, when the Earth hasn&#8217;t completely blocked the moon, the moon is indeed red, what we call a &#8220;blood moon.&#8221; But Jamaicans at the time didn&#8217;t know that. As a result, in the evening, Jamaicans found that the moon really turned red, and then slowly disappeared. The locals were in a panic, saying that God was going to punish them.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">The tribal leader hurriedly begged Columbus and promised to comply with all his conditions. <\/h4>\n\n\n\n<p class=\"has-medium-font-size\">Columbus said, &#8220;Well, I&#8217;ll go to the tent and pray to God that he won&#8217;t punish you, but I need a little time,&#8221; and Columbus went into the tent. In fact, after entering the tent, Columbus is holding an hourglass, looking at the clock.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Today, with our knowledge of astronomy, we must know the duration of the total lunar eclipse, which will last for about 48 minutes, at which time the moon will reappear. But these Jamaicans don&#8217;t know that. All they saw was that Columbus came out of the tent and the moon came out. Then Columbus said, It is because God has listened to my counsel and promised to forgive you, but you must give us good food. So, the local people thanked them a lot and provided them with food.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">What is the point of this story? There is a reason behind the occurrence of a total lunar eclipse, but when people do not know this reason, they often can only attribute this natural phenomenon to the role of a god. And this God is himself created by man. In other words, after creating a God for himself, man lay down at the feet of God and became his slave.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">That&#8217;s why I&#8217;m giving you a course on the History of World Civilizations.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">In fact, the process of the development of this civilization is the process of mankind&#8217;s continuous understanding of the laws of nature. Our little progress is so that we are no longer like the local natives who blindly believe that one person praying to God can really stop the moon from disappearing. We now know that behind solar and lunar eclipses are actually Kepler&#8217;s three laws of planets at work, and then behind Kepler&#8217;s three laws of planets is Newton&#8217;s law of gravitation. After human beings understand this reason, they are no longer just afraid of nature, and we can use the laws of nature to do many, many things.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">What is the technical basis of ChatGPT?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">Going back in time, ChatGPT is much the same, with a mathematical model called a language model at work. In other words, behind ChatGPT is a mathematical model. There are three main reasons why this technology is powerful today:<\/p>\n\n\n\n<p class=\"has-medium-font-size\">First, it is computationally intensive;<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Second, it has a lot of data;<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Third, the way language models are trained today is much better than it used to be.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">So, what is a language model? Or is it a product of what era?<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">It was developed in 1972 by a team led by my mentor Fred Jelinek. Specifically, it was a technique he was working on at IBM to measure how likely a word or linguistic phenomenon is to occur. So what&#8217;s it for? It was first used for speech recognition, then for machine translation, and then for computer question answering, which is what we are familiar with today.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">At that time, it can be summarized, for example, there is a 10,000 word article, so how you can summarize the content of the article in ten sentences, which is a mathematical problem for people who do this natural language processing. In other words, what are your terms? You get 10,000 words, and then what do you want? It could be ten sentences, a hundred words. Then there are many combinations here, you can pick a few sentences at random, or you can break some sentences into two paragraphs, and remove those less important modifications or descriptions. Then, you can also combine two sentences into a sentence, so when you synthesize a piece of text, the computer will calculate a probability, which sentences are more likely to combine together, it will help you synthesize according to the probability.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">And the ChatGPT we see today is this big language model, which will pick a text with the greatest probability and the most likely occurrence to show you. <\/h4>\n\n\n\n<p class=\"has-medium-font-size\">So in general, the process of ChatGPT generating results is a process that uses a lot of computing resources to compute. It requires a very large amount of data to support, there are many, many Gpus (computer processors). ChatGPT could not have been built without these things.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">And today&#8217;s ChatGPT is not only technology, but also a lot of people behind it. They also hired a firm to review ChatGPT&#8217;s results. For example, if ChatGPT produces a hundred abstracts, they are all good, and I can&#8217;t tell them apart, then these people are responsible for helping me figure out which ones are more like accurate abstracts.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So, in fact, you can see that there is a language model behind ChatGPT, and the technology for this language model has been around since 1972. Up to now, after 50 years, in fact, everyone in the industry does not think it is a great thing. Before that, the language model had actually done a lot of things.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The term &#8220;language model&#8221; was first coined by my mentor, Jarnik. He came to Johns Hopkins in about 1993, and I came to the university in 1996 and became his student. So the Chinese word for this word, that is, the four words you see &#8220;language model&#8221;, was created when I published a paper in the 1990s. At the time, only those of us in the circle knew that it could do a lot of things, but you didn&#8217;t think to say, hey, this is going to be a hot topic later.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">You can put it this way: the language model is to ChatGPT what Kepler&#8217;s three planetary laws are to lunar eclipses.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">What was the beginning of the &#8220;language model&#8221;?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">So what was the state of language models at the time they were invented?<\/p>\n\n\n\n<p class=\"has-medium-font-size\">In fact, in the 1990s, the models obtained by simple statistical methods were very inaccurate. This is the equivalent of, let&#8217;s say, you look at the planets, but you use Ptolemy&#8217;s geocentric prediction, which is very inaccurate. So, that&#8217;s when we started to introduce a lot of information about syntax, themes, semantics. Then, the language model gets very complicated. This complexity leads to a big problem.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">What kind of problem?<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">For example, I did a very complicated language model at the time, how many parameters did the language model have? 6 million parameters, that is, the size of the language model is basically determined by this parameter. I was working on the largest and most complex language models that could be made at that time. I wasn&#8217;t using PCS, I was using 20 superservers, and it took me about three months to train a language model like this. So you see, it&#8217;s very computationally intensive. So, the first version of ChatGPT, what were the language model parameters it used? It&#8217;s about 200 billion parameters, and you can see how it&#8217;s changed over the years.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So, today, many people ask, ChatGPT appeared in the United States, when can Chinese research institutions do ChatGPT? In fact, most research institutions in China cannot do this, not because of the level of research, but because ChatGPT is too resource-intensive. Today&#8217;s ChatGPT, the cost of hardware alone may be almost $1 billion, which does not count the electricity, so the cost and cost is very huge. So, after the joke, if you ask ChatGPT what its biggest contribution is, I think it&#8217;s a big contribution to global warming.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So, what I want to say is that ChatGPT, its principle is very simple, but it is actually quite a difficult thing to do in engineering.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">What questions are computers good at answering?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">By about 2010, 13 years ago, how far could language models go? Let me show you two examples. Both of these examples were done before I left Google in 2014. I was in charge of Google&#8217;s automated question answering system, which lets computers answer questions. However, because this product is in English, it is basically not visible in the Chinese world.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Let me show you a question that Google answered &#8211; why is the sky blue?<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">The answer is this: when sunlight reaches the Earth through the atmosphere, it is refracted, and the gases in the air scatter different colors of light everywhere. Blue light has a shorter wavelength and a higher refractive index than other colors, so the sky looks blue.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">This is an answer that was generated by computers at the time. To be fair, this answer is better than I could have written it myself, because you need to know a lot of physics to explain it, and the sentence seems pretty reasonable. One of the reasons people use ChatGPT today is to get him to answer questions.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Here, I&#8217;m going to do a split for you.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">In fact, the questions we ask computers can be divided into two types, the first type is called simple questions, and the second type is called complex questions. Simple questions are questions about facts, such as where a certain star is from and what year he was born. These are easy questions because they are factual and have clear answers.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The second category is complexity, and that&#8217;s what makes ChatGPT so amazing. It can integrate information and answer why the sky is blue, as if it has its own logic. Another one is to ask process questions, like how do I bake a cake, can you not write down the steps? Today we asked ChatGPT how to bake a cake, and it can write the process for you in detail, how many cups of water, how many eggs to add, how much flour to add, and so on, it can tell you. And then based on the answers, you can actually bake a cake, and probably bake it pretty well.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">This is what people think is so important. But you know, this is something that computers have already done in 2014, and they&#8217;ve done it very well. So, there&#8217;s not much mystery about the technology itself.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">Who is better at writing, computers or people?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">Now, another reason people are talking about ChatGPT is because they think it can write. For example, writing a work brief is the most common use of ChatGPT in the United States today. I did 1234567 this week, these seven things, hey, you see I don&#8217;t have to bother to write, I let ChatGPT generate one, and then edit it all at once.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">However, this matter of computer writing, in fact, you say it is difficult, it is easy, I can give you an example.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">After I left Google in 2014, I didn&#8217;t do much programming at that time, but at that time I still had some computing resources, so I would write some programs in my free time and do it for fun. At that time, I asked the computer to write two poems, and you can read these two poems.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The first poem is a five-character poem, which is in my words, called a poem in the style of Li Bai, you can read it. The computer wrote the poem itself. In fact, if you read it, there are some of Li Bai&#8217;s characteristics in this poem.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The second poem, I also put the picture below, you can have a look.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">First of all, because the ancient poems have tonal tones, but our pronunciation is not the same as the pronunciation at that time, so we did not care whether the tonal tones fit the ancient, but this we only from its content artistic conception, you will feel very smooth to read.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Well, then again. What about the first poem?<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">In fact, it is very simple, you can put Li Bai&#8217;s poems into the computer. Li Bai&#8217;s poems total more than 1,000, which is about 10,000 sentences, which is too simple for a computer. When it is written, it is to break the sentence into two words, three words in a group, such as &#8220;empty sorrow&#8221; this is a group, &#8220;memory Chang &#8216;an&#8221; these three words in a group. And then it&#8217;s going to spell out the language model that I just talked about, calculate the probability, which probability is the greatest; After the demolition, I asked him to write a poem recalling Chang &#8216;an, and it was arranged and combined to produce this &#8220;Recalling Chang &#8216;an&#8221;, which was actually pieced together in this way. The second poem is a little more complicated.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">But do you know how long it took me to write those two programs? Two days. What does this mean? It shows that it is not a very difficult thing for you to make the computer write something decent, it is not as mysterious as you think, or the computer writing itself is not as mysterious as you think.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">So why do these two poems look so good? <\/h4>\n\n\n\n<p class=\"has-medium-font-size\">Because this is Tang poetry, the format of Tang poetry is fixed. By the same token, why does ChatGPT work well for weekly newspapers? Because the format of the weekly report is basically a pull list, it is also a fixed format. Including, if you read the Chinese version of the Wall Street Journal, here I tell you that 90% of the content is written by computers, but you do not know. After writing it, of course, people have to give it a theme, and then write an introduction to the first paragraph of it, and then give a summary, a title, this is what people do.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Why is it better to write financial articles? Because it has a lot of facts in it, and the format is fixed, it does this very well.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">The fact that I&#8217;ve spent so much time talking about ChatGPT&#8217;s background is to say that it&#8217;s not mysterious, it&#8217;s not some very sophisticated machine behind it. For one thing, ChatGPT relies on a mathematical model, which has been around since 1972, except that today it is very computationally powerful and relies on brute force.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So, how much power does a ChatGPT session use? Probably 3000 Tesla electric cars, each run to 200,000 miles, run it to death, such a large power consumption, just enough to train once, this is a very expensive thing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">What impact does ChatGPT have on us?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">So let&#8217;s talk about what ChatGPT does to people.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">This is to go back to history, every technological revolution, in fact, it will have some impact on people. But ChatGPT is not a new technological revolution, because as I said earlier, it was a long process, from the 1970s to the 1990s, we did a lot of things, and from the 1990s to the present, a lot of people did a lot of things. The biggest advance here is not actually the language model itself, but in fact the deep learning that came out in the next 2000 years or so, which made training language models more accurate than before, rather than simply doing statistics.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Training language models today is no longer simply statistical, which is one reason ChatGPT produces better results.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">As to what kind of influence ChatGPT can have on people, I will not answer you directly first, but I will ask you first, did you find any characteristic in the two Tang poems I just showed you? By the way, these two poems are well written, but your original understanding of the Tang Dynasty will not be updated because of these two poems. Because ChatGPT is kind of like parroting, you say something first, and then it follows. It may sound nice when it&#8217;s said, but it doesn&#8217;t provide much information.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Ninety percent of the content on the Internet today falls into this category &#8211; not providing more new information, not original content, not one&#8217;s own perception, just copying and scraping together. At present, Tiktok, Kuaishou such short videos, I think 99% of the content belongs to this category, there is no nutrition, you may feel very interesting after reading, but in fact, you read more on the above, in fact, it will not help you.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">If ChatGPT is really threatening anyone, I think it is threatening the work of this type of people, that is to say, this Tiktok who do short videos, or post some content, ChatGPT will do a lot better than them. If you think about such a thing, suppose that there are a group of people who every day turn over and over the sentences in the 300 Tang poems, and can also make some poems, then ChatGPT must be made up much faster than people, so this technology will have an impact on this group of people.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">So who won&#8217;t be affected? The people who create the content will not be affected.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">Why would I say that? Remember when I asked the question &#8220;Why is the sky blue?&#8221; Why can Google answer this question?<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Because when Google answered, it probably analyzed almost every decent sentence in the English language at the time, about 100 billion English sentences. So you&#8217;ll actually find that on some university websites and NASA websites. It has this answer, but we&#8217;ve pieced it together, cut it down, and picked it out. But the first physicists to do the research to figure this out. Ihis work is meaningful, and ChatCPT can&#8217;t replace it.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So what does ChatGPT&#8217;s work equate to? For example, after Ptolemy created this model, every once in a while. They would make a calendar for about a few decades, and they would mark what day there would be a solar eclipse, what day the planets would move, and so on. So people print a lot of copies of this book according to these rules, and this ChatGPT is equivalent to a lot of books, and you take it and you look at it and you say, oh, there&#8217;s going to be a lunar eclipse on a certain day and a certain month, and the answer will be clear. But the really meaningful work behind this is not printing this book, but doing Ptolemy&#8217;s research.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">So I think historically ChatGPT was not really a technological revolution. It affected people who were lazy, who were too lazy to think and create new things. Those who truly explore the mysteries of human knowledge will not be replaced.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-medium-font-size\">What new opportunities can ChatGPT bring?<\/h3>\n\n\n\n<p class=\"has-medium-font-size\">A lot of people ask, what are the new opportunities for ChatGPT? Frankly, you don&#8217;t have a chance, because it&#8217;s too resource-intensive, and you can&#8217;t afford it. So who benefits? Those are the people who sell resources.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">I can use an analogy, that is, during the California gold Rush, a lot of people flocked to the gold rush. But to this day we do not know which one of the gold diggers really made money, and no one has left his name. But who earns the money in the end? The man who sells water and the man who sells jeans. The same goes for ChatGPT. Everyone followed to the gold rush, in fact, you are not earning money, but in the process, you continue to buy water to drink, buy jeans to wear, and finally these two groups of people earn money. Levi&#8217;s, which was born at that time, was a company that made jeans.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Then you might end up paying a few of the big cloud companies, and that might be one outcome.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Well, having finished this history of ChatGPT, I&#8217;ll give you a brief summary.<\/h4>\n\n\n\n<p class=\"has-medium-font-size\">First, don&#8217;t be afraid.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">ChatGPT is feared by many people today, just as a lunar eclipse is not feared by the natives of Jamaica whom Columbus met.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Second, don&#8217;t force yourself to find the so-called opportunity, work as you should.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">I see a classmate asked me, said Apple why this does not do ChatGPT, I said this is right! That&#8217;s why Apple is the richest company in the world, the most profitable, and the most valuable. At present, many companies that are supposed to do this kind of artificial intelligence are losing money until now. So, this is why many students sometimes ask a lot of too unreasonable questions. I jokingly asked him, &#8220;Have you paid off your mortgage?&#8221; If you don&#8217;t pay up. You go back to work and do a good job, which is the most meaningful thing for everyone, historically.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">Third, you need to see through the tricks of these so-called schemers or people who want to cut your leeks.<\/p>\n\n\n\n<p class=\"has-medium-font-size\">That is, if one more person pretended to be Columbus and said he was a god<\/p>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u672c\u6587\u7531<a href=\"http:\/\/cxounion.cn\">CXO UNION-CXO\u8054\u76df\uff08cxounion.cn\uff09<\/a>\u8f6c\u8f7d\u800c\u6210\uff0c\u6765\u6e90\u4e8e\u4e2d\u56fd\u5730\u4ea7\u57fa\u91d1\u767e\u4eba\u4f1a\uff1b\u7f16\u8f91\/\u7ffb\u8bd1\uff1aCXO UNIONCXO\u8054\u76df\u5c0fO\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\">\u5982\u9700\u52a0\u5165<a href=\"http:\/\/weixin.qq.com\/r\/fxJxaVHE1AyrrRUK90dt\">CXO UNION\uff08CXO\u8054\u76df\uff09<\/a>\u9ad8\u7ba1\u793e\u7fa4\uff0c\u8bf7\u8054\u7cfb\u793e\u7fa4\u5c0f\u4f19\u4f34\u54e6~<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"http:\/\/cxounion.cn\/wp-content\/uploads\/2023\/06\/CXOUNION\u65b0\u4e8c\u7ef4\u7801.png\" alt=\"\"\/><\/figure>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u514d\u8d23\u58f0\u660e: \u672c\u7f51\u7ad9(<a href=\"http:\/\/cxounion.cn\">http:\/\/www.cxounion.cn\/<\/a>)\u5185\u5bb9\u4e3b\u8981\u6765\u81ea\u539f\u521b\u3001\u5408\u4f5c\u5a92\u4f53\u4f9b\u7a3f\u548c\u7b2c\u4e09\u65b9\u6295\u7a3f\uff0c\u51e1\u5728\u672c\u7f51\u7ad9\u51fa\u73b0\u7684\u4fe1\u606f\uff0c\u5747\u4ec5\u4f9b\u53c2\u8003\u3002\u672c\u7f51\u7ad9\u5c06\u5c3d\u529b\u786e\u4fdd\u6240\u63d0\u4f9b\u4fe1\u606f\u7684\u51c6\u786e\u6027\u53ca\u53ef\u9760\u6027\uff0c\u4f46\u4e0d\u4fdd\u8bc1\u6709\u5173\u8d44\u6599\u7684\u51c6\u786e\u6027\u53ca\u53ef\u9760\u6027\uff0c\u8bfb\u8005\u5728\u4f7f\u7528\u524d\u8bf7\u8fdb\u4e00\u6b65\u6838\u5b9e\uff0c\u5e76\u5bf9\u4efb\u4f55\u81ea\u4e3b\u51b3\u5b9a\u7684\u884c\u4e3a\u8d1f\u8d23\u3002\u672c\u7f51\u7ad9\u5bf9\u6709\u5173\u8d44\u6599\u6240\u5f15\u81f4\u7684\u9519\u8bef\u3001\u4e0d\u786e\u6216\u9057\u6f0f\uff0c\u6982\u4e0d\u8d1f\u4efb\u4f55\u6cd5\u5f8b\u8d23\u4efb\u3002<\/p>\n\n\n\n<p class=\"has-cyan-bluish-gray-color has-text-color has-small-font-size\">\u672c\u7f51\u7ad9\u520a\u8f7d\u7684\u6240\u6709\u5185\u5bb9(\u5305\u62ec\u4f46\u4e0d\u4ec5\u9650\u6587\u5b57\u3001\u56fe\u7247\u3001LOGO\u3001\u97f3\u9891\u3001\u89c6\u9891\u3001\u8f6f\u4ef6\u3001\u7a0b\u5e8f\u7b49) \u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002\u4efb\u4f55\u5355\u4f4d\u6216\u4e2a\u4eba\u8ba4\u4e3a\u672c\u7f51\u7ad9\u4e2d\u7684\u5185\u5bb9\u53ef\u80fd\u6d89\u5acc\u4fb5\u72af\u5176\u77e5\u8bc6\u4ea7\u6743\u6216\u5b58\u5728\u4e0d\u5b9e\u5185\u5bb9\u65f6\uff0c\u8bf7\u53ca\u65f6\u901a\u77e5\u672c\u7ad9\uff0c\u4e88\u4ee5\u5220\u9664\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5176\u5b9e\u4e0d\u5149\u662fChatGPT\uff0c\u5f80\u524d\u770b\u5341\u5e74\uff0c\u5f53\u65f6\u5f88\u591a\u65b0\u6280\u672f\u51fa\u73b0\u7684\u65f6\u5019\uff0c\u6211\u5c31\u53d1\u73b0\u5728\u4e2d\u56fd\u5a92\u4f53\u4e0a\u8ba8\u8bba\u7684\u70ed\u5ea6\u8981\u8fdc\u8fdc\u9ad8\u4e8e\u7f8e\u56fd\u3002<\/p>\n","protected":false},"author":1,"featured_media":7949,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[31,13],"tags":[49],"class_list":["post-7948","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cxo","category-viewpoint","tag-49"],"_links":{"self":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/7948","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/comments?post=7948"}],"version-history":[{"count":3,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/7948\/revisions"}],"predecessor-version":[{"id":8636,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/posts\/7948\/revisions\/8636"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/media\/7949"}],"wp:attachment":[{"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/media?parent=7948"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/categories?post=7948"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/cxounion.cn\/index.php\/wp-json\/wp\/v2\/tags?post=7948"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}