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Guotai Junan: The bottom of China stock market has appeared, and the conditions for a "transformation bull" are taking shape. Guotai Junan Securities recently released the prospect of China's equity investment strategy in 2025, and the bottom of China stock market has appeared, and the conditions for a "transformation bull" are taking shape. After a long period of continuous adjustment, pessimistic expectation and clear microstructure, it is a prerequisite for the stock market to have valuation flexibility. The positive change of decision-makers' attitude towards reversing the economic situation and supporting the capital market is an important cornerstone for revising long-term expectations and getting rid of "bear market thinking" and raising the bottom of the stock market. The reform of the capital market will improve shareholders' returns, and resolving debts, promoting reform and stabilizing asset prices are expected to constitute the new "three arrows" of China's economic development, and the transformation bull of China's stock market is taking shape.During the year, there were 461 new indices, and the index investment fever continued to climb. On December 10th, in order to meet the investment demand of diversified indices, CSI Index Co., Ltd. officially released five new indices, including CSI 1000 Growth Index, CSI 1000 Value Index, CSI 2000 Growth Index, CSI 2000 Value Index and CSI 1000 Quality Balance Strategy Index. With the "listing" of the above five indexes, the number of newly-issued indexes reached 461 during the year, covering categories such as strategy, style, scale, industry, theme and other fixed-income indexes; Related index asset classes include stocks, fixed income, funds and futures. At the same time, the secondary market, this year, the heat of indexed investment is also high. Looking forward to the future, with the continuous vigorous growth of market demand and unabated heat, and the precise guidance and strong support from the supervisory level, the indexed investment ecology will become more and more perfect. (Securities Daily)AI can solve partial differential equations thousands of times faster than before, and partial differential equations play an important role in engineering and science. In a recent study, scientists from Johns Hopkins University in the United States have developed a new artificial intelligence (AI) model called "Differential Mapping Operator Learning" (DIMON), which can solve complex partial differential equations on personal computers, thousands of times faster than before, and is expected to "show its talents" in the fields of aerospace, automobiles and medicine. Related papers were published in the journal Nature Computational Science published on the 9th.

Haitong Securities: In 2025, the retail sales of home appliances terminals are expected to increase in volume and price. Haitong Securities reported in its research report on December 10th that the effect of the trade-in policy is remarkable. With the active actions of the central and local governments, the trade-in policy of home appliances is expected to continue in 2025. We judge that the retail sales of home appliances terminals are expected to increase in volume and price in 2025, and the domestic sales revenue of leading enterprises is expected to achieve steady growth. The average sales price of home appliances will increase significantly under the impetus of trade-in, and the profit margin of home appliance enterprises can be expected to increase. Under the downward trend of interest rates, the dividend yield of household appliances leading enterprises is still attractive. It is recommended that white and black electricity leading enterprises which have obviously benefited from the trade-in policy and have global competitiveness.Byte internal judges that the ceiling of AI dialogue products may not be high, so it is necessary to improve the priority of cutting and dreaming. It is learned from informed sources that Byte management judges that AI dialogue products (or chatbot products) may only be the "intermediate state" of AI products, and a more ideal product form for a long time requires a more visual user experience and a lower threshold for users to use. Therefore, Byte has promoted the product priority of Dreaming, and tried to create a "Tik Tok" in the AI ​ ​ era with a new path. In this regard, I asked the byte for verification, and the byte did not respond. (36Kr)The reporter explored: optimizing the transaction structure, the second-hand housing has become a hot spot in the market. "After the recent new property market policy, especially the reduction of transaction tax burden such as value-added tax, the second-hand housing is particularly popular." A senior real estate agent manager in Jindaotian District, Luohu District, Shenzhen, told the reporter, "Take several shed-reformed communities here as an example. Recently, more than 20 second-hand houses can be sold in each community every month. The price is low, the house is new and the location belongs to the urban area, which is very suitable for those who just need to buy a home." According to the data of Shenzhen Zhongyuan Research Center, the unit price of second-hand houses in the range of 40,000 yuan to 60,000 yuan accounted for 32.1% in November, ranking first and the increase was the most obvious. The transaction of new houses with a "building age" of less than 10 years was the most active. The reporter found out that in the second-hand housing market in several key cities, the transactions of new second-hand houses with relatively new "building age" are more active. Take Tianhe Park, a plate with high popularity of second-hand houses in Guangzhou, as an example. According to shell data, 41 sets were sold in this plate in October, a significant increase of 127.8% from the previous month. According to Yan Yuejin, vice president of Shanghai Yiju Real Estate Research Institute, the adjustment of tax policy will accelerate the listing of second-hand houses and good houses, which in turn will help buyers subscribe for second-hand houses and large-sized houses, which will have a positive effect on optimizing the transaction structure of second-hand houses and boosting second-hand housing transactions. (e company)

Galaxy Securities: Macro-policies have increased the accumulation of positive factors in bank fundamentals. The china galaxy Securities Research Report said that the macro-policy upgrade has exceeded expectations and supported the growth of bank credit. Bank spreads are still under pressure, but the release of debt cost optimization results is expected to form support. Preventing and resolving the risk orientation in key areas remains unchanged, and the asset quality and risk expectation of banks are expected to benefit. The positive factors in the fundamentals of banking operations have accumulated, and we will continue to be optimistic about the allocation value of the banking sector and maintain the recommended rating. For individual stocks, ICBC, China Construction Bank, Postal Savings Bank, Jiangsu Bank and Changshu Bank are recommended.Sarah Friar, CFO of OpenAI: Corporate customers will pay (at least) thousands of dollars for using artificial intelligence (AI) tools. In the end, it will be reasonable.Guotai Junan: From policy expectation to focusing on performance, the marginal improvement of mass goods, Guotai Junan said, from policy expectation to focusing on performance, the marginal improvement of mass goods, stable drinks, marginal decline of alcohol, configuration: mass goods > beer & drinks > liquor, first grow before value, first choose snacks, certain preferred condiments, drinks and beer, and gradually lay out liquor: under low expectation, the layout is oversold and the valuation target is low, which is steady. Popular products: 1) Snacks and some condiments are preferred. 2) beer and drinks. 3) tobacco.