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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.Shenzhen Holdings: Auditor replacement: PricewaterhouseCoopers resigned and Ernst & Young took over. On December 10th, Shenzhen Holdings (00604.HK) announced that according to Rule 13.51(4) of the Rules Governing the Listing of Securities on The Stock Exchange of Hong Kong Limited, PricewaterhouseCoopers agreed to resign as the auditor of Shenzhen Holdings with effect from December 10th, 2024. At the same time, the board of directors of Shenzhen Holdings decided to appoint Ernst & Young as the new auditor of the company, which will also take effect from December 10, 2024 until the end of the next annual general meeting.Policy combination boosts confidence, and public offering: China's assets will usher in a further increase in valuation. On December 9, the Political Bureau of the Communist Party of China (CPC) Central Committee held a meeting to analyze and study the economic work in 2025. A number of public offerings said that the meeting sent a very positive signal. At present, the economy is resilient, the investor structure is constantly optimized, and the market activity continues to increase. China assets may have an opportunity to raise their valuations again. From the perspective of funds, Jing Shun Great Wall Fund analyzed that the current A-share market is in the most active stage since 2015, and there are many potential bulls in the market. Policy expectations are expected to drive incremental funds into the market, forming a resonance between emotions and funds. (SSE)

CITIC Securities: The supply and demand pattern may meet the turning point, paying attention to the strategic allocation value of the magnesium industry. CITIC Securities Research Report said that magnesium prices have stopped falling and stabilized recently, and magnesium as a strategic attribute of China's superior resources is expected to continue to improve. At present, there is a widespread cost inversion in factories, and the willingness to support the price by cost is enhanced, and the purchasing and storage measures are superimposed. We believe that the magnesium price is expected to open an upward channel. At present, the ratio of magnesium to aluminum is reduced to about 0.9 at the bottom, which is conducive to the accelerated promotion of magnesium alloys, and the downstream fields such as new energy vehicles, low-altitude economy, humanoid robots and solid hydrogen storage have broad prospects.The latest monitoring report released by the World Bank shows that Lebanon's GDP will drop by 6.6% in 2024. The latest Lebanon economic monitoring report released by the World Bank on the 10th shows that the real GDP of Lebanon will drop by 6.6% in 2024 due to the influence of lebanon war. According to the report, the large-scale displacement, destruction and the reduction of personal consumption caused by the conflict have had a devastating impact on Lebanon's economy and exacerbated the country's macroeconomic challenges. The report emphasizes that after the upgrading of lebanon war in September this year, Lebanese key industries, including tourism, have been seriously affected.Ministry of Finance of the Republic of Korea: We will pay close attention to the financial and foreign exchange market trends and take adequate measures to curb excessive fluctuations in the foreign exchange market.

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.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)Huatai Securities: The policy overweight boosts consumption and is optimistic about the four main lines. Huatai Securities Research Report said that with the continuous efforts of promoting consumption policies, the large consumer sector ushered in the configuration window period and continued to be optimistic about the basic orientation and valuation repair of the consumer sector. It is suggested to pay attention to four main investment lines: 1) the rise of domestic products: the strength and brand power of domestic products in beauty care, home appliances, pets, textiles and clothing are constantly improving, occupying consumers' minds against the trend, and domestic products continue to lead; 2) Emotional consumption: the products on the supply side are continuously iterated, and the goods/services are built as a medium to convey emotional value, and the consumption on the demand side is superimposed to promote the continuous expansion of the tide play /IP economy; 3) New cost performance: The consumption concept of residents is becoming more and more rational, and the quality-price ratio has become the core of consumption decision-making. The new cost performance consumption focusing on "good but not expensive" is expected to continue to grow rapidly; 4) Consumption going to sea: Going to sea has become a necessary topic for consumer enterprises. Under the two-way catalysis of supply and demand, China enterprises are actively participating in global market competition and paying attention to brand/culture/service going to sea.