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Huawei's AI Scandal Just Exploded--And Investors Should Be Paying Attention

Huawei's AI Scandal Just Exploded--And Investors Should Be Paying Attention

Yahoo5 days ago
Huawei is pushing backhard. Over the weekend, its secretive Noah's Ark Lab broke from its usual silence to address accusations that its new AI model, Pangu Pro MoE, borrowed code without proper credit. The model, which runs on Huawei's own Ascend chips (their homegrown answer to Nvidia's GPUs), had its source code picked apart on GitHub, where a group dubbed HonestAGI claimed it spotted unacknowledged code fragments. That post vanished. But another one, titled Pangu's Sorrow, quickly followedalleging that Huawei's team had been under intense pressure to deliver and fell behind domestic rivals in the race. In a rare rebuttal, Huawei said it fully complied with open-source licenses and welcomed technical discussion, not speculation.
This isn't just a code reviewit's a window into the internal pressure mounting inside China's AI champions. With Alibaba and DeepSeek making waves and catching investor attention, Huawei's rare public statement signals how high the stakes are becoming. The companylong a symbol of China's tech self-sufficiencynow finds itself on the defensive in one of the hottest battlegrounds: sovereign AI. The fact that Huawei had to respond at all speaks volumes. IP compliance, innovation speed, and trust are no longer soft issuesthey're table stakes in an environment where reputations are earned (or lost) in public.
For global investors watching the AI value chainfrom chipmakers like Nvidia (NASDAQ:NVDA) to downstream platforms like Tesla (NASDAQ:TSLA)this is another flashing signal. The game isn't just about who builds the fastest model. It's also about who's playing fair, who's shipping on time, and who's earning credibility in a world that increasingly demands transparency. As China's AI ecosystem matures, these reputational battles could become just as important as the hardware wars.
This article first appeared on GuruFocus.
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2 Beaten-Down Stocks That Haven't Hit Rock Bottom Yet
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2 Beaten-Down Stocks That Haven't Hit Rock Bottom Yet

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5 No-Brainer Artificial Intelligence (AI) Stocks to Buy on the Dip
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5 No-Brainer Artificial Intelligence (AI) Stocks to Buy on the Dip

The stocks on this list have performed well since the AI boom started in 2023. Their underlying businesses are poised to grow for years to come. Investors should view share price declines as opportunities to buy and hold for the next five years or longer. 10 stocks we like better than Palantir Technologies › It's probably safe to say that artificial intelligence (AI) is here to stay. Investments in AI infrastructure continue to soar, and companies are racing to develop and implement AI in nearly every facet of their business models. Researchers believe that over time, artificial intelligence will impact many of the world's jobs and create trillions of dollars in economic growth. Some of the top AI stocks have already generated impressive returns for investors since the AI market rally began in 2023. However, given the long-term growth likely ahead, it would be wise to view price declines as opportunities to buy into companies leading the AI wave. Here are five no-brainer AI winners that investors should buy on the dip and hold for the next five years and beyond. AI is ultimately software, and Palantir Technologies (NASDAQ: PLTR) is among the best at helping its government and corporate customers wield AI's potential. Palantir develops custom AI software on its proprietary platforms, which can perform a range of tasks, from identifying fraud to optimizing supply chains to supporting military missions. Palantir's revenue growth has continued to accelerate since last summer, following the launch of its Artificial Intelligence Platform (AIP). Almost any company large enough to invest in AI software is a potential Palantir client. There are over 20,000 large companies in the United States alone, and Palantir still has just 622 commercial customers. The stock's valuation is extremely rich at the moment, making it an obvious candidate to revisit when the price drops. 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The Motley Fool has a disclosure policy. 5 No-Brainer Artificial Intelligence (AI) Stocks to Buy on the Dip was originally published by The Motley Fool Error in retrieving data Sign in to access your portfolio Error in retrieving data Error in retrieving data Error in retrieving data Error in retrieving data

With 89% ownership of the shares, Analog Devices, Inc. (NASDAQ:ADI) is heavily dominated by institutional owners
With 89% ownership of the shares, Analog Devices, Inc. (NASDAQ:ADI) is heavily dominated by institutional owners

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With 89% ownership of the shares, Analog Devices, Inc. (NASDAQ:ADI) is heavily dominated by institutional owners

Significantly high institutional ownership implies Analog Devices' stock price is sensitive to their trading actions The top 23 shareholders own 50% of the company Analyst forecasts along with ownership data serve to give a strong idea about prospects for a business This technology could replace computers: discover the 20 stocks are working to make quantum computing a reality. If you want to know who really controls Analog Devices, Inc. (NASDAQ:ADI), then you'll have to look at the makeup of its share registry. And the group that holds the biggest piece of the pie are institutions with 89% ownership. Put another way, the group faces the maximum upside potential (or downside risk). Because institutional owners have a huge pool of resources and liquidity, their investing decisions tend to carry a great deal of weight, especially with individual investors. As a result, a sizeable amount of institutional money invested in a firm is generally viewed as a positive attribute. In the chart below, we zoom in on the different ownership groups of Analog Devices. View our latest analysis for Analog Devices Institutions typically measure themselves against a benchmark when reporting to their own investors, so they often become more enthusiastic about a stock once it's included in a major index. We would expect most companies to have some institutions on the register, especially if they are growing. As you can see, institutional investors have a fair amount of stake in Analog Devices. This can indicate that the company has a certain degree of credibility in the investment community. However, it is best to be wary of relying on the supposed validation that comes with institutional investors. They too, get it wrong sometimes. When multiple institutions own a stock, there's always a risk that they are in a 'crowded trade'. When such a trade goes wrong, multiple parties may compete to sell stock fast. This risk is higher in a company without a history of growth. You can see Analog Devices' historic earnings and revenue below, but keep in mind there's always more to the story. Institutional investors own over 50% of the company, so together than can probably strongly influence board decisions. Hedge funds don't have many shares in Analog Devices. The Vanguard Group, Inc. is currently the largest shareholder, with 10.0% of shares outstanding. With 7.9% and 4.6% of the shares outstanding respectively, BlackRock, Inc. and State Street Global Advisors, Inc. are the second and third largest shareholders. Looking at the shareholder registry, we can see that 50% of the ownership is controlled by the top 23 shareholders, meaning that no single shareholder has a majority interest in the ownership. While it makes sense to study institutional ownership data for a company, it also makes sense to study analyst sentiments to know which way the wind is blowing. There are plenty of analysts covering the stock, so it might be worth seeing what they are forecasting, too. The definition of an insider can differ slightly between different countries, but members of the board of directors always count. Management ultimately answers to the board. However, it is not uncommon for managers to be executive board members, especially if they are a founder or the CEO. Insider ownership is positive when it signals leadership are thinking like the true owners of the company. However, high insider ownership can also give immense power to a small group within the company. This can be negative in some circumstances. Our information suggests that Analog Devices, Inc. insiders own under 1% of the company. It is a very large company, so it would be surprising to see insiders own a large proportion of the company. Though their holding amounts to less than 1%, we can see that board members collectively own US$310m worth of shares (at current prices). In this sort of situation, it can be more interesting to see if those insiders have been buying or selling. The general public-- including retail investors -- own 10% stake in the company, and hence can't easily be ignored. While this size of ownership may not be enough to sway a policy decision in their favour, they can still make a collective impact on company policies. While it is well worth considering the different groups that own a company, there are other factors that are even more important. Take risks for example - Analog Devices has 1 warning sign we think you should be aware of. But ultimately it is the future, not the past, that will determine how well the owners of this business will do. Therefore we think it advisable to take a look at this free report showing whether analysts are predicting a brighter future. NB: Figures in this article are calculated using data from the last twelve months, which refer to the 12-month period ending on the last date of the month the financial statement is dated. This may not be consistent with full year annual report figures. Have feedback on this article? Concerned about the content? Get in touch with us directly. Alternatively, email editorial-team (at) article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned. 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