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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.New World Development sold Artisan Lab in Kowloon, Hong Kong for HK$ 620 million. Sing Tao Daily quoted an unnamed insider as saying that New World Development sold Artisan Lab in San Po Kong, Kowloon for HK$ 620 million. This 22-storey building was completed in 2022, with a floor area of about 120,000 square feet.Asian Development Bank: Reduce India's growth forecast from 7.0% to 6.5% in 2024 and from 7.2% to 7.0% in 2025.

More than 700 listed companies have announced the replacement of the audit institutions in 2024. According to incomplete statistics, since the beginning of this year, the number of listed companies planning to replace the accounting firms in 2024 has exceeded 700. Among them, the number of listed companies that intend to change accounting firms in October and November is 248 and 200 respectively. Looking back at the "exchange tide", three phenomena stand out: First, in order to improve the quality and ability of capital market intermediaries, the supervision of accounting firms by the regulatory authorities has been significantly enhanced. Based on the principle of prudence, listed companies collectively cancel the contract with the "problem institute"; Second, under the heavy penalty, more and more accountants choose to change their firms to practice, while listed companies choose to change their firms instead of accountants; Third, listed companies employ audit institutions through competitive negotiation, public bidding, invitation bidding, etc. In the bidding process, in order to attract more customers and increase the signing rate, the phenomenon of audit institutions reducing prices has increased. (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.Guotai Junan's annual strategy for innovative drugs in 2025: innovative pharmaceutical companies have accelerated into the harvest period, and the valuation has been at a historical low in the past five years. Guotai Junan said that the centralized purchasing policy has become stable, mature and normalized, and the marginal impact has weakened. Innovative drugs have gained policy inclination in the medical insurance negotiation. In the past two years, the policy has continued to promote pharmaceutical innovation, and the top-level design and local supporting chain support the development of innovative drugs. Commercial insurance is expected to bring new growth momentum to China's pharmaceutical market, and the overall industry trend is upward. At present, the trend of innovative drug industry is improving, the supply continues to accelerate, and a number of domestic innovative drugs are approved soon, which is expected to drive a new round of heavy volume. At the same time, the commercialization has achieved remarkable results and has occupied a dominant position in some sub-sectors. Pharma's performance continued to differentiate, and innovative drugs and just-needed drugs performed well. Biotech commercialization continues to increase, per capita yield continues to increase, the node of turning losses is approaching, and innovation ushers in the harvest period. Horizontal comparison: compared with overseas peers, the overall valuation of domestic innovative pharmaceutical companies is in a historically low range; Vertical comparison: the valuation of SW- pharmaceutical biology and SW- chemical preparations is at a historical low in the past five years, and it is expected that the valuation of subsequent sectors will pick up.

Desai Siwei and Infineon jointly set up an innovative application center. Recently, the signing and unveiling ceremony of Desai Siwei-Infineon innovative application center and the signing ceremony of the memorandum of cooperation on intelligent driving domain control were held in Huizhou. At present, Desai Siwei and Infineon are relying on the Innovation Application Center to jointly define the MCU chip architecture of the future EEA, test the performance and evaluate the reliability of TC4x MCU devices, so as to provide innovative solutions to customers. In the future, Desai Siwei will join hands with Infineon to carry out joint technical research in two key areas: intelligent driving and cockpit, and accelerate the commercialization of more innovative product technical solutions.Kathy Hochul, the governor of New York, said that a governor's arrest warrant would be issued to the suspect who murdered the CEO of United Health Insurance.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.