The U.S. has intensified its measures to restrict advanced semiconductor technology from reaching Chinese companies by ordering Taiwan Semiconductor Manufacturing Co. (TSMC) to halt shipments of high-performance chips to certain Chinese customers, CNBC reports, citing sources.

The Commerce Department’s latest directive, effective this Monday, targets advanced chips, specifically those of 7 nanometers or more sophisticated designs, typically used in artificial intelligence (AI) and graphics processing units (GPUs). This move is the latest in a series of restrictions meant to curb China’s AI and semiconductor advancements, particularly in light of recent discoveries linking these chips to Huawei, a Chinese tech giant long under U.S. trade restrictions.

The impetus for this clampdown began last month when TSMC notified the Commerce Department that one of its advanced chips had been discovered in a Huawei AI processor, as reported by Reuters. Huawei, on the U.S. restricted trade list since 2019, requires special licenses from suppliers for any U.S.-origin technology. The Department’s letter to TSMC effectively halts any shipments of chips that could potentially aid Huawei’s AI-related efforts without following the formal rule-making process.

Further compounding the concern, the chip used in Huawei’s processor was revealed by Tech Insights, a tech research firm, after dissecting Huawei’s Ascend 910B processor. Released in 2022, the Ascend 910B is the most advanced AI processor currently available from a Chinese firm. How TSMC’s chip ended up in the Huawei processor remains unclear, but the discovery raised red flags within the Commerce Department, given that any license aiding Huawei’s AI capabilities would likely have been denied.

In response, TSMC has already suspended shipments to other Chinese chip design firms, such as Sophgo, whose chips matched those found in the Huawei processor, according to sources. Sophgo’s chips had apparently been intended for Huawei’s AI processor, raising concerns about potential diversions and underscoring the need for rigorous oversight.

Beyond TSMC and Huawei, this latest “is informed” letter signals that the U.S. is broadening its surveillance to ensure that no companies bypass export restrictions. TSMC has informed its Chinese clients that it will suspend shipments of 7-nanometer or below chips intended for AI and GPU uses beginning November 11, according to a report from the Chinese media site Ijiwei. The move will disrupt several Chinese companies’ plans as the U.S. takes further steps to address the transfer of critical technology to China.

The letter to TSMC reflects bipartisan concerns in the U.S. over the effectiveness of current export controls to China. Lawmakers across party lines have repeatedly raised concerns that the Department’s current export control system falls short, with calls for tighter rules and more vigilant enforcement. This issue has received added urgency following revelations last year that Nvidia and AMD were restricted from exporting advanced AI-related chips to China, while key semiconductor equipment makers like Lam Research, Applied Materials, and KLA were barred from selling advanced manufacturing tools to Chinese customers. Following those restrictions, the Department updated its guidelines to apply to a wider range of companies, not just those named in the original letters.

Though the Biden administration drafted new rules to further limit tech exports to China, including plans to add 120 Chinese companies to the restricted entity list, these regulations have faced significant delays. Originally slated for release in August, with tentative publication dates thereafter, the new rules remain stalled. The delays have allowed Chinese companies to continue sourcing advanced semiconductor technology and manufacturing equipment, adding to the pressure on the U.S. government to act quickly in light of Huawei’s recent gains in the AI domain.

TSMC, a major supplier of advanced chips and a “law-abiding company,” has indicated its commitment to complying with all U.S. export controls but refrained from commenting further on the latest Commerce Department order. As it stands, the Commerce Department’s “is informed” letter mechanism allows the U.S. government to bypass lengthy regulatory processes, enabling it to swiftly impose new export restrictions without extensive rule-making.

This intensified approach signals that the U.S. is intent on closing any potential loopholes that Chinese firms might exploit to access advanced AI and GPU technology. However, the ongoing delay in finalizing broader export control regulations may give Chinese tech companies room to maneuver. The effects, which highlight the challenges that companies like TSMC face in navigating U.S.-China trade tensions, are expected to impact China’s semiconductor and AI sectors in the short term.

Are you ready for the new era of AI? The redesigns are already happening even if you are not ready.

A popular edtech company is largely gone: “Online education company Chegg is struggling to retain users as students increasingly abandon the platform in favor of ChatGPT for homework help… Since ChatGPT’s debut in November 2022, Chegg has lost more than half a million subscribers …”

More than 80% of coding personnel placement startups which recruit in the developing world, and place the young people into leading Western Europe and  US firms have folded, or are seriously struggling. Most have changed CEOs as AI becomes the “entry level coders” for the experienced American software engineers. In other words, the jobs which these entry level coders used to do for those experienced guys are now done by AI in US firms!

But it does not end there: “According to a report by CleverTap, a leading all-in-one customer engagement platform that helps brands unlock limitless customer lifetime value, it has been revealed that nearly 60% of banking customers would consider switching to a competitor if their bank fails to provide personalized digital experiences and AI-enhanced, convenient engagement models.”

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Institutional investors are leveraging exchange-traded products (ETPs) in a variety of innovative ways to execute their trading strategies. These sophisticated investors, which include entities such as hedge funds, mutual funds, and pension funds, are utilizing ETPs for their liquidity, diversification, and the ease with which they can be traded.

Risk management is a critical component of institutional investment strategies, especially when it comes to the use of Exchange-Traded Products (ETPs). Institutional investors, such as pension funds, endowments, and hedge funds, employ various techniques to manage and mitigate risk through ETPs.

One of the primary strategies employed by institutional investors is strategic asset allocation. ETPs provide a convenient means to gain exposure to a wide range of asset classes, including stocks, bonds, commodities, and even more exotic instruments like swaps and derivatives. This allows institutions to diversify their portfolios efficiently and adjust their exposure to different market segments quickly in response to changing economic conditions.

One of the primary methods is through diversification. ETPs offer access to a broad range of asset classes and market segments, allowing institutions to spread their investments across different areas, thereby reducing the impact of volatility in any single asset or market.

Another common use of ETPs by institutional investors is for tactical trading moves. For example, they might use ETPs to implement short-term trades to capitalize on market movements or to hedge other positions in their portfolio. The ability to trade ETPs like stocks – with prices fluctuating throughout the day – gives institutions the flexibility to execute trades at the opportune moments during trading hours.

Institutional investors also employ ETPs for index rebalancing and factor investing. By using ETPs that track specific indexes, institutions can align their portfolios with the desired benchmarks, ensuring they maintain the targeted risk-return profile. Factor investing, which involves targeting specific drivers of returns such as value, size, momentum, and volatility, can also be facilitated through the use of ETPs that are designed to capture these factors.

Furthermore, the use of advanced technology by institutional investors allows for more informed trading decisions and efficient trade execution. This technology includes algorithmic trading systems that can execute trades based on predefined criteria at speeds and volumes beyond human capabilities.

The growth of ETPs has been significant, with assets under management increasing substantially over the years. This growth reflects the value that institutional investors place on the flexibility, efficiency, and range of investment opportunities that ETPs offer.

Moreover, institutions often employ risk assessment tools and stay compliant with regulations to ensure that their risk management practices are robust and effective. This includes keeping abreast of the latest market developments and adjusting strategies accordingly.

Institutional investors are utilizing ETPs as versatile tools in their trading arsenals. From strategic asset allocation to tactical trading and beyond, ETPs provide the means for institutions to navigate the complexities of the financial markets with agility and precision. As the financial landscape continues to evolve, it is likely that the role of ETPs in institutional trading strategies will only grow more prominent.