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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.

Morning Bid: Eyes switch to inflation vs elections, Powell up
A look at the day ahead in U.S. and global markets from Mike Dolan After an intense month focused on election risk around the world, markets quickly switched back to the more prosaic matter of the cost of money - and whether disinflation is resuming to the extent it allows borrowing costs to finally fall. Thursday's U.S. consumer price update for June is the key moment of the week for many investors - with the headline rate expected to have fallen two tenths of a percentage point to 3.1% but with 'core' rates still stuck at 3.4%. With Federal Reserve chair Jerome Powell starting his two-pronged semi-annual congressional testimony later on Tuesday, the consensus CPI forecast probably reflects what the central bank thinks of the situation right now - encouraging but not there yet. But as the U.S. unemployment rate is now back above 4.0% for the first time since late 2021, markets may look for a more nuanced approach from the Fed chair that sees it increasingly wary of a sudden weakening of the labor market as real time quarterly GDP estimates ebb again to about 1.5%. There were some other reasons for Fed optimism in the lead up to the testimony. The path U.S. inflation is expected to follow over coming years generally softened in June, amid retreating projections of price increases for a wide array of consumer goods and services, a New York Fed survey showed on Monday. Inflation a year from now was seen at 3% as of June - down from the expected rise of 3.2% in May - and five-year expectations fell to 2.8% from 3%. Crude oil prices are better behaved this week, too, falling more than 3% from the 10-week highs hit late last week and halving the annual oil price gain to 10%. The losses on Tuesday came after a hurricane that hit a key U.S. oil-producing hub in Texas caused less damage than many in markets had expected - easing concerns over supply disruption. Before Powell starts speaking later, there will also be an update on U.S. small business confidence for last month.
NASA plays 'blame-shifting' game with China as lunar soil research set to start
The returner of the Chang'e-6 lunar probe is opened during a ceremony at the China Academy of Space Technology under the China Aerospace Science and Technology Corporation in Beijing, capital of China, June 26, 2024. The returner of the Chang'e-6 lunar probe was opened at a ceremony in Beijing on Wednesday afternoon. During the ceremony at the China Academy of Space Technology under the China Aerospace Science and Technology Corporation, researchers opened the returner and examined key technical indicators. Photo: Xinhua As the US space industry recently faced yet more delays and stagnation with key components including manned spacecraft and space suits "going wrong," NASA has once again resorted to its "sour grapes" rhetoric upon seeing China's successful retrieval of fresh lunar soils from the far side of the moon, by claiming that China did not directly invite its scientists to participate in the lunar soil research. This behavior is a typical blame-shifting trick, Chinese experts said, noting it is clear to all that it is the US' own laws, not China, that are restricting space cooperation between the two sides. Instead of deceiving themselves by distorting the truth, the US should face up to its own problem of overall weakening engineering capability and the lack of long-term planning in its space industry. After the Chang'e-6 samples, weighing nearly 2 kilograms, were safely transported to a special laboratory for further study on Friday, NASA spokesperson Faith McKie told media that while China worked with the European Space Agency, France, Italy and Pakistan on this mission, "NASA wasn't invited to take part in the moon probe." NASA also didn't get "any direct invitation" to study China's moon rocks, after it welcomed all scientists from around the world to apply to study them, McKie told NatSec Daily. Responding to the remarks, Chinese Foreign Ministry spokesperson Mao Ning told the Global Times on Monday that China is open to having space exchanges with the US, and we also welcome countries around the world to take part in the study of lunar samples. "However, the US side seems to have forgotten to mention its domestic legislation such as the Wolf Amendment. The real question is whether US scientists and institutions are allowed by their own government to participate in cooperation with China," Mao said. "The existence of the Wolf Amendment has basically shut the door to space collaboration between the two countries," Wang Yanan, chief editor of Beijing-based Aerospace Knowledge magazine, told the Global Times on Monday. Even if research institutions of the US have the willingness to work with China on opportunities such as lunar sample research, institutions there must obtain special approval from the US Congress due to the presence of this amendment, Wang explained. Currently, no such "green light" is in sight from the Congress. Furthermore, China's collaboration with international partners is based on equality and mutual benefit, leveraging their respective scientific resources, facilities, and expertise. However, the US only wants what it doesn't have, and its engagement with China would be advantageous only to itself, Wang noted. NASA has found itself embroiled in a number of thorny issues recently, with the latest being Boeing's Starliner manned spaceship experiencing both helium leaks and thruster issues during a June 6 docking with the International Space Station (ISS), which led to an indefinite delay for its crew's return to Earth, despite NASA's insistence that they are not "stranded" in space. The return of the Starliner capsule, while has already been delayed by two weeks, will be put on hold "well into the summer" pending results of new thruster tests, which are scheduled to start Tuesday and will take approximately two weeks or even more, per NASA officials. Previously on June 24, NASA cancelled a spacewalk on the ISS following a "serious situation," when one of the spacesuits experienced coolant leak in the hatch. While being broadcast on a livestream, the astronauts reported "literally water everywhere" as they were preparing for the extravehicular activity, space.com reported. The report said that this is the second time this particular spacewalk was postponed, after a June 13 attempt with a different astronaut group was pushed back due to a "spacesuit discomfort." The recurring issues with the spacesuits are due to their much-extended service lifespan, media reported, as the puffy white ones US astronauts currently wear were designed more than 40 years ago. Despite the pressing need to replace them, NASA announced recently that it is abandoning a plan to develop next-generation spacesuits, which had been committed to be delivered by 2026, CNN reported on Thursday. One of the root causes for such problems is that the US has developed many large technology conglomerates, which for a long time have benefited significantly from government orders and industry monopolies. Consequently, in many complex engineering fields, the level of attention given is greatly insufficient, Wang noted. It also reflected the US' lack of long-term strategic planning for its manned space program. For instance, the ageing spacesuits should have been replaced a decade ago to ensure that operational suits remain in usable condition. Failure to address this issue results in a hindrance to the space station's necessary maintenance tasks and even poses life-threatening risks to astronauts in emergency situations, experts said. The issues with Boeing's spacecraft and the spacesuits are not isolated problems, but reflected a systemic issue in the US space industry - the overall weakening of engineering capabilities, they noted.
How to evaluate the product impact of the iPhone 16
At the Apple Developer Conference held earlier, the iPhone 16 series will be equipped with iOS 18 has been revealed. At the event, Apple showed off a series of convenient interactive experiences brought by Apple Intelligence, including a more powerful Siri voice assistant, Mail app that can generate complex responses, and Safari that aggregates web information. These upgrades will no doubt make the iPhone 16 line even more attractive. In order to use Apple Intelligence, a new feature of iOS 18, the iPhone 16 and 16 Pro series are equipped with A18 chips. An external blogger found in Apple's back end that the iPhone 16 series will use the same A-series chip, and the back end code mentions A new model unrelated to the existing iPhone. It includes four iPhone 16 series models, and the four identifiers all start with the same number, indicating that Apple is attributing them to the same platform. The new iPhone will have a stainless steel battery case, which will make it easier to remove the battery to meet EU market standards, while also allowing Apple to increase the density of the battery cell in line with safety regulations.
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.
Japan and the Philippines signed the "Reciprocal Access Agreement". Experts: Japan wants to use the Philippines to strategically contain China
Japan and the Philippines signed an important defense agreement, and the two sides became "quasi-allies". On July 8, local time, Japan and the Philippines signed the "Reciprocal Access Agreement" in Manila. The agreement will relax restrictions on the movement of personnel between the Japanese Self-Defense Forces and the Philippine military during joint exercises, mutual visits and other operations in each other's countries. In response, Chinese Foreign Ministry spokesman Lin Jian responded at a regular press conference on the 8th that exchanges and cooperation between countries should not undermine mutual understanding and trust between regional countries, should not undermine regional peace and stability, and should not target third parties or undermine the interests of third parties. The Asia-Pacific region does not need military groups, let alone "small circles" that provoke camp confrontation and instigate a "new Cold War". Any actions that undermine peace and stability in the region and undermine unity and cooperation in the region will arouse the vigilance and common opposition of the people in the region. Japan and the Philippines upgraded to a "quasi-alliance" relationship On the same day, a "2+2" meeting attended by the foreign ministers and defense ministers of Japan and the Philippines was held in Manila. Japanese Defense Minister Minoru Kihara and Foreign Minister Yoko Kamikawa attended the talks with Philippine Defense Minister Gilbert Teodoro and Foreign Minister Enrique Manalo. This is the second Japan-Philippines "2+2" meeting. The last one was held in Tokyo in April 2022. Witnessed by Philippine President Marcos, the two sides signed the "Reciprocal Access Agreement". Marcos expressed the hope that the bilateral relations between the Philippines and Japan and the trilateral cooperation between the Philippines, Japan and the United States will be further deepened. The "Reciprocal Access Agreement" is also known as the "Military Visits Agreement". Military and defense cooperation between sovereign states, especially sending troops into each other's territory, usually faces complicated procedures and other problems. In order to simplify the procedures, the two countries will reach relevant agreements to simplify the approval procedures for the entry of troops from both sides into each other's countries, and facilitate mutual visits and joint military activities between the two countries' troops. The "Reciprocal Access Agreement" was born. Take the "Reciprocal Access Agreement" signed by Japan and Australia (full name "Agreement between Japan and Australia on Promoting Mutual Access and Cooperation Facilitation between the Japanese Self-Defense Forces and the Australian Defense Force") as an example. The agreement has 29 articles, covering many areas such as entry and exit procedures for troops, jurisdiction, taxation, cost burden and compensation. The key is to simplify the entry and exit procedures for visiting troops and their members, ships, aircraft, etc., relax restrictions on the transportation of weapons, ammunition and materials carried by visiting troops, and provide a legal basis for the two countries' troops and weapons and equipment to enter each other's territory. Japan and the Philippines signed the "Reciprocal Access Agreement", making the Philippines the third country to conclude this agreement with Japan after Australia and the United Kingdom. Cai Liang, Secretary-General and Researcher of the China-Japan Relations Research Center of the Shanghai Institute for International Studies, analyzed to The Paper (www.thepaper.cn) that Japan and the Philippines have their own strategic considerations for signing the "Reciprocal Access Agreement". As for the Philippines, due to its limited strength, it does not exclude any foreign power willing to strengthen military cooperation with the Philippines from intervening in the South China Sea situation. Therefore, it can be seen that in the past two years, the Philippines has actively promoted Australia, France, India and other countries to intervene in the South China Sea and strengthen military cooperation with them, involving intelligence, weapons and equipment, and training and exercises. "Japan's purpose is very simple. Strengthening military cooperation with the Philippines is to strategically balance China. The United States and the Philippines are allies, and the US-Japan alliance has been upgraded to a 'quasi-alliance'. The military cooperation between the United States, Japan and the Philippines has been upgraded to a new level." Cai Liang said, "The signing of an important defense agreement between Japan and the Philippines will make it easier for Japan to intervene in the South China Sea situation and seek the 'three seas linkage' of the East China Sea, the South China Sea, and the Taiwan Strait, in order to better respond to China's strategy and enhance its international influence." As for whether the signing of the "Reciprocal Access Agreement" means that Japan will deploy the Self-Defense Forces in the Philippines, Cai Liang pointed out that this agreement only simplifies the procedures for the troops of both sides to enter each other's territory, and is more suitable for short-term training, military exercises, etc., and is not a long-term deployment of the Self-Defense Forces in the Philippines. The two countries deepen military cooperation The Philippine presidential office also said in a statement that Japan is one of the four major strategic partners of the Philippines, and the two countries have established a strategic partnership for more than ten years. It seems no coincidence that Japan and the Philippines signed the "Reciprocal Access Agreement" at this time. Recently, China-Philippines relations have become tense around the situation in the South China Sea. The Global Times quoted Japan's Kyodo News Agency as saying that the two sides are seeking to strengthen cooperation against China. Minoru Kihara said last week: "The Philippines is located in a strategically important region, occupies a key position on Japan's sea lanes, and is also an ally of the United States. Joint training and strengthening cooperation with the Philippines are of great significance to the realization of a 'free and open Indo-Pacific region'." Cai Liang said that Japan's intervention in the South China Sea situation is mainly to reduce strategic pressure in the East China Sea and southwest of Japan, but it is not conducive to peace and stability in the South China Sea. It is reported that Japan and the Philippines began negotiations on the agreement in November last year. The signing of the "Reciprocal Access Agreement" by the two sides lays the foundation for the two countries to strengthen bilateral and even multilateral military cooperation in the future. The Japanese government intends to allow the Self-Defense Forces to formally participate in the annual US-Philippines "Shoulder to Shoulder" joint exercises around the Philippines after the agreement comes into effect. The Self-Defense Forces previously participated in the "Shoulder to Shoulder" exercises as observers, and will be able to formally participate after signing the agreement. In April this year, the United States and the Philippines held the largest "Shoulder to Shoulder" exercise to date, involving 5,000 Philippine personnel and 11,000 US personnel. The military exercise also included about 150 Australian military personnel and 100 French naval personnel. According to the plan, 14 countries including Japan and India sent personnel as observers. The "Typhon" medium-range missile launch system deployed by the US military on Luzon Island in the Philippines for the first time participated in the exercise, which aroused great attention from all walks of life. In terms of weapons and equipment exports, Japan and the Philippines have gradually strengthened military cooperation in recent years. The Philippines recently agreed to purchase five Coast Guard patrol ships from Japan to enhance its patrol capabilities in the South China Sea. Defense News reported in November last year that the Philippines had received an early warning radar system from Japan in 2023, the first major equipment transfer since the Japanese government lifted the postwar defense export ban in 2014. The Japanese Ministry of Foreign Affairs stated that Kamikawa mentioned topics such as defense equipment transfer, "government security capability enhancement support" (OSA), and economic and trade cooperation. The OSA project was created by the Kishida government and plans to allocate billions of yen in budget to assist the military construction of the Philippines and other countries, including providing the Philippines with 5 sets of coastal surveillance radars. Regarding Japan's relaxation of restrictions on defense equipment exports, the Chinese Ministry of Defense previously responded that Japan has continuously broken through the constraints of the "peace constitution" and the principle of "exclusive defense", and has been making small moves in the field of military security, which has aroused high vigilance and strong concern from the international community. China requires Japan to deeply reflect on its history of aggression, attach importance to the security concerns of its Asian neighbors, adhere to the path of peaceful development, and win the trust of its Asian neighbors and the international community with practical actions.