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ChatGPT: Explained to Kids(How ChatGPT works)

Chat means chat, and GPT is the acronym for Gene Rate Pre trained Transformer.

Genrative means generation, and its function is to create or produce something new; Pre trained refers to a model of artificial intelligence that is learned from a large amount of textual materials, while Transformer refers to a model of artificial intelligence.

Don't worry about T, just focus on the words G and P.

We mainly use its Generative function to generate various types of content; But we need to know why it can produce various types of content, and the reason lies in P.

Only by learning a large amount of content can we proceed with reproduction.

And this kind of learning actually has limitations, which is very natural. For example, if you have learned a lot of knowledge since childhood, can you guarantee that your answer to a question is completely correct?

Almost impossible, firstly due to the limitations of knowledge, ChatGPT is no exception, as it is impossible to master all knowledge; The second is the accuracy of knowledge, how to ensure that all knowledge is accurate and error free; The third aspect is the complexity of knowledge, where the same concept is manifested differently in different contexts, making it difficult for even humans to grasp it perfectly, let alone AI.

So when we use ChatGPT, we also need to monitor the accuracy of the output content of ChatGPT. It is likely not a problem, but if you want to use it on critical issues, you will need to manually review it again.

And now ChatGPT has actually been upgraded twice, one is GPT4 with more accurate answering ability, and the other is the recent GPT Turbo.

The current ChatGPT is a large model called multimodality, which differs from the first generation in that it can not only receive and output text, but also other types of input, such as images, documents, videos, etc. The output is also more diverse. In addition to text, it can also output images or files, and so on.

How China can transform from passive to active amid US chip curbs
On Monday, executives from the three major chip giants in the US - Intel, Qualcomm, and Nvidia - met with US officials, including Antony Blinken, to voice their opposition to the Biden administration's plan of imposing further restrictions on chip sales to Chinese companies and investments in China. The Semiconductor Industry Association also released a similar statement, opposing the exclusion of US semiconductor companies from the Chinese market. First of all, we mustn't believe that the appeals of these companies and industry associations will collectively change the determination of US political elites to stifle China's progress. These US elites are very fearful of China's rapid development, and they see "chip chokehold" as a new discovery and a successful tactic formed under US leadership and with the cooperation of allies. Currently, the chip industry is the most complex technology in human history, with only a few companies being at the forefront. They are mainly from the Netherlands, Taiwan island, South Korea, and Japan, most of which are in the Western Pacific. These countries and regions are heavily influenced by the US. Although these companies have their own expertise, they still use some American technologies in their products. Therefore, Washington quickly persuaded them to form an alliance to collectively prevent the Chinese mainland from obtaining chips and manufacturing technology. Washington is proud of this and wants to continuously tighten the noose on China. The New York Times directly titled an article "'An Act of War': Inside America's Silicon Blockade Against China, " in which an American AI expert, Gregory Allen, publicly claimed that this is an act of war against China. He further stated that there are two dates that will echo in history from 2022: The first is February 24, when the Russia-Ukraine conflict broke out, and the second is October 7, when the US imposed a sweeping set of export controls on selling microchips to China. China must abandon its illusions and launch a challenging and effective counterattack. We already have the capability to produce 28nm chips, and we can use "small chip" technology to assemble small semiconductors into a more powerful "brain," exploring 14nm or even 7nm. Additionally, China is the world's largest commercial market for commodity semiconductors. Last year, semiconductor procurement in China amounted to $180 billion, surpassing one-third of the global total. In the past, China had been faced with the choice between independent innovation and external purchases. Due to the high returns from external purchases, it is easy for it to become the overwhelming choice over independent research and development. However, now the US is gradually blocking the option of external purchases, and China has no strategic choice but to independently innovate, which in turn puts tremendous pressure on American companies. Scientists generally expect that, although China may take some detours, such as recently apprehending several company leaders who fraudulently obtained subsidies from national semiconductor policies, China has the ability to gradually overcome the chip difficulties. And we will form our own breakthroughs and industrial chain, which is expected to put quite a lot of pressure on US companies. If domestic firms acquire half of China's $180 billion per year in chip acquisitions, this would provide a significant boost for the industry as a whole and help it advance steadily. The New York Times refers to the battle on chips as a bet by Washington. "If the controls are successful, they could handicap China for a generation; if they fail, they may backfire spectacularly, hastening the very future the United States is trying desperately to avoid," it argued. Whether it is a war or a game, when the future is uncertain, what US companies hope for most of all is that they can sell simplified versions of high-end chips to China, so that the option of external purchases by China continues to exist and remains attractive. This can not only maintain the interests of the US companies, enabling them to obtain sufficient funds to develop more advanced technologies, but also disrupt China's plans for independent innovation. This idea is entirely based on their own commercial interests and also has a certain political and national strategic appeal. Hence, there is no shortage of supporters within the US government. US Secretary of the Treasury Janet Yellen seems to be one of them, as she has repeatedly stated that the US' restrictions on China will not "fundamentally" hurt China, but will only be "narrowly targeted." The US will balance its strict suppression on China from the perspective of maintaining its technological hegemony, while also leaving some room for China, in order to undermine China's determination to counterattack in terms of independent innovation. China needs to use this mentality of the US to its advantage. On the one hand, China should continue to purchase US chips to maintain its economic fundamentals, and on the other hand, it should firmly support the development of domestic semiconductor companies from both financial and market perspectives. If China were to continue relying on exploiting the gaps in US chip policies in the long term, akin to a dependency on opium, it would only serve to weaken China further as it becomes increasingly addicted. China's market is extremely vast, and its innovation capabilities are generally improving and expanding. Although the chip industry is highly advanced, if there is one country that can win this counterattack, it is China. As long as we resolutely continue on the path of independent innovation, this road will definitely become wider. Various breakthroughs and turning points that are unimaginable today may soon occur.
Ukrainian Presidential Office: Russia's attacks on multiple locations in Ukraine have killed 36 people
The Ukrainian presidential office said on July 8 local time that Russia's large-scale attacks on many parts of Ukraine have killed 36 people and injured 140 others. According to the Ukrainian State Emergency Service, a total of 619 rescue workers and 132 equipment participated in the rescue work across Ukraine that day. Ukrainian President Zelensky said on social media on the 8th that Russia launched more than 40 missiles of various types at Ukraine that day. Residential buildings and infrastructure in many cities in Ukraine were damaged in varying degrees of attacks, and a children's hospital was destroyed. Rescue departments are currently conducting emergency rescue on the scene. The Russian Ministry of Defense issued a statement on the 8th local time saying that Ukrainian officials' claim that Russia used missiles to attack Ukrainian civilian facilities was untrue. The damage suffered by Kiev was caused by the fall of missiles launched by the city's air defense system.
Musk is the billionaire who lost the most money in the first half of 2024: $5 billion a month
At the beginning of this year, Elon Musk had a fortune of $251 billion and could almost single-handedly solve world hunger. However, Tesla's stagnant sales, the endless struggle to buy Twitter, and the volatility of Tesla's stock price meant he lost a lot of money this year. According to Forbes, Musk is the billionaire with the most losses so far this year, with his wealth shrinking at a rate of about $5 billion a month. According to the website, his wealth shrank by more than 10% from the end of 2023 to June 28, 2024. As the website explains: Between December 31, 2023, and June 28, the last day of regular stock market trading for the first half of the year, Musk's net worth fell from $251.3 billion to $221.4 billion, a bigger drop than any other billionaire tracked by Forbes, but Musk remains the richest person on the planet. The main reason for the dip in Musk's pocketbook is that a Delaware judge in January canceled Musk's then-record Tesla compensation package worth $51 billion, which led Forbes to cut the value of the equity award by 50 percent because of uncertainty about whether Musk would receive those stock options. Excluding that bonus, Musk's wealth has remained volatile over the past six months, with the value of his 13 percent stake in Tesla shrinking by about $20 billion as falling profits and car deliveries sent the stock down 20 percent. But that was partly offset by the growth of Musk's stake in his generative artificial intelligence startup xAI to $14.4 billion (Musk also has a roughly $75 billion stake in private aerospace company SpaceX, a $7 billion stake in social media company X, And smaller stakes in other companies, such as brain experimentation startup Neuralink).
Sparkling box office for Spring Festival films indicates tremendous potential for movie consumption in Chinese society
According to Chinese movie ticketing platform Taopiaopiao, the box office for the 2024 Spring Festival holidays surpassed last year's 6.766 billion yuan and entered the top two in the history of Chinese Spring Festival holidays box office. I recently watched three movies, and I think they are all good. However, their overall level is not higher than the movies from last Spring Festival holidays. The higher box office compared to last year reflects the strong potential for movie consumption in Chinese society. Our filmmakers need to make further efforts. The current development of Chinese movies has many advantages. People often complain that our film creation faces various "restricted areas," but in terms of societal topics, the space for Chinese film creation is relatively large and relaxed. For example, Zhang Yimou's film Article 20 shows protest scenes and boldly explores the issue of judicial injustice in depth. A few years ago, the film I Am Not Madame Bovary specifically discussed the sensitive issue of petitioning. Another film, Johnny Keep Walking! which was aired last year, also touches on serious social issues. The breadth and depth of these films' topics lay the foundation for their attractiveness. The improvement of China's basic film production level has played a role in boosting their success, resulting in Hollywood films being collectively pushed off the Chinese box office charts. Now, almost any domestic film can be considered "watchable." The next step is to produce world-class masterpieces and promote the collective advancement of Chinese films on the global stage. The three movies that I watched are YOLO, directed, written and starring Jia Ling, a representative of the new generation of female Chinese directors, Pegasus 2, directed by Han Han and Article 20. They are all realistic-themed films, and the actors who play the main characters have some overlap. Although each of them is good, as mentioned earlier, I personally feel that their overall quality is not as good as films screened during last year's Spring Festival holidays. So I have a feeling that Chinese movies have been spinning in place for a year in such a good market environment. Of course, I am not an expert, so what I say may not be correct, or it may be biased. The production level of Chinese films, in terms of technology, has caught up. Domestic films have surpassed Hollywood in the domestic market through competition, which is a great achievement. However, I hope that this does not mark the beginning of a "decoupling" between Chinese movies and the rest of the world, but rather a turning point for Chinese films to reach a higher level domestically and to go global. This requires Chinese realistic films to not only be loved by domestic audiences but also become increasingly "understandable" to foreigners, allowing them to empathize with us through these films. If Chinese films can gradually go global through market-oriented approaches, it will be a new process for the international community to re-recognize and understand China, and to establish common values between us. The earliest understanding of the US by the Chinese people came entirely from the shaping of news propaganda. Later, American films and TV works entered China, showcasing the rich American society. Now, Western media's portrayal of China is completely stereotyped. If Chinese films and other popular culture do not go global, and if a large number of secular elements from China do not appear on the global internet, the outside world's perception of China is likely to be dictated by Western media for a long time. So I hope that China's excellent film market can incubate outstanding works that are loved and enjoyed globally. Not only should our cultural policies provide greater space, but our internet public opinion should also be more tolerant of the interweaving and mutually influencing between Chinese and Western cultural elements. We should not restrict those elements in Chinese films that can resonate with both Chinese and foreign audiences. For example, comedies should not only make Chinese people laugh, but also be understandable to foreigners. Chinese films need to establish their own big stars, including top-tier female stars. In the past, Bruce Lee and Jackie Chan became famous in the West, but they were primarily seen as "Hollywood stars." It is a more challenging journey for Chinese stars to gain international recognition through their own films. The success of Chinese films and Chinese stars worldwide is definitely a complementary process. The backgrounds of our film stories should also be carefully selected and more diverse, enhancing the visual quality and international appeal of the films. Feng Xiaogang's film Be There or Be Square was entirely set in the US, and later, there was another film called Lost in Thailand, both of which achieved good results. Choosing such backgrounds should be encouraged as one of the approaches. In conclusion, I am delighted by the comprehensive recovery of the Chinese film market, and I also hope that the films nurtured by this market will continue to progress. To achieve this, we need to keep introducing the world's best films and collaboratively cultivate the aesthetic taste of the Chinese people alongside Chinese films. Chinese films have already stood up, but they should not monopolize this vast market. Instead, the Chinese market should serve as the stage for them to expand globally.
Exclusive: India's Paytm gets government panel nod to invest in payments arm, sources say
NEW DELHI, July 9 (Reuters) - India's beleaguered Paytm (PAYT.NS), opens new tab has secured approval from a government panel that oversees investments linked to China to invest 500 million rupees ($6 million) in a key subsidiary, three sources with direct knowledge of the matter said. The approval, which still has to be vetted by the finance ministry, will remove the main stumbling block to the unit, Paytm Payment Services, resuming normal business operations. Paytm Payment Services is one of the biggest remaining parts of the fintech firm's business, accounting for a quarter of consolidated revenue in the financial year ended March 2023. A separate unit, Paytm Payments Bank, was wound down this year by order of the central bank due to persistent compliance issues, triggering a meltdown in Paytm's stock. The government panel had earlier held back approval due to concerns about the 9.88% stake in Paytm held by China's Ant Group. India has intensified scrutiny of Chinese businesses since a 2020 border clash between the two countries. All in all, Paytm has been waiting for the nod from the government panel for about two years and without it, it would have had to also wind down its payment services business, which was forbidden from taking on new customers in March 2023. Once the approval has been formalised, it will be able to seek a so-called "payment aggregator" licence from the Reserve Bank of India. The sources, two of whom are government sources, declined to be identified as the decision has not been formally announced. India's foreign, home, finance and industries ministries, whose representatives sit on the panel, did not reply to emails seeking comment. A Paytm spokesperson said the company does not comment on market speculation. "We will continue to make disclosures in compliance with our obligations under the SEBI Regulations, and will inform the exchanges when there is any new material information to share," the spokesperson said.