In this article, we will discuss 7 Best Machine Learning Stocks to Buy According to Short Sellers.

For years, investors searched for the next internet revolution. Now, some of the world’s most influential billionaires and hedge fund managers believe they may already be living through it, and its name is machine learning.

From Ray Dalio warning that the AI boom could be entering an “early bubble phase,” to Stanley Druckenmiller comparing artificial intelligence to the rise of the internet itself, Wall Street’s elite are increasingly convinced that machine learning could become one of the most transformative investment trends of the century. Meanwhile, Ken Griffin believes AI will revolutionize productivity across finance and business, even if not every AI stock survives the hype cycle. At the center of the frenzy stands Jensen Huang, whose vision of AI as the next foundational computing platform has helped ignite a historic rally in semiconductor and infrastructure stocks. And investors like Cathie Wood and Paul Tudor Jones continue to argue that machine learning will reshape entire industries, from healthcare and robotics to finance and cybersecurity.

The excitement is not just coming from billionaire investors. Major research institutions are also reinforcing the long-term bullish case. A recent report from Stanford Institute for Human-Centered Artificial Intelligence found that AI adoption and private investment are accelerating rapidly across the global economy. Meanwhile, research from McKinsey & Company estimates that artificial intelligence could add trillions of dollars in annual productivity gains worldwide. Academic studies are also showing that machine learning-driven investment strategies may outperform traditional portfolio models under certain conditions.

As billions of dollars continue pouring into AI infrastructure, software, and automation, investors are now asking a critical question: Are machine learning stocks the greatest wealth-building opportunity of the next decade or the next major market bubble?

With this context in mind, here are some machine learning stocks to buy according to short sellers.

Our Methodology

We used stock screeners to identify a list of machine learning stocks in the US and picked out the ones with the lowest short percentage of outstanding shares. We limited our final selection to companies that have recently reported noteworthy developments likely to impact investor sentiment. These stocks are also popular among analysts and elite hedge funds. To make the list easier to navigate, we ranked the stocks in descending order of their short percentage of shares outstanding as of April 15, 2026.

Why are we interested in the stocks that hedge funds pile into? The reason is simple: our research has shown that we can outperform the market by imitating the top stock picks of the best hedge funds. Our quarterly newsletter’s strategy selects 14 small-cap and large-cap stocks every quarter and has returned 498.7% since May 2014, beating its benchmark by 303 percentage points (see more details here).

7 Best Machine Learning Stocks to Buy According to Short Sellers

7. Myseum.AI, Inc. (NASDAQ:MYSE)

Short % of Shares Outstanding: 1.85%

Myseum.AI, Inc. (NASDAQ:MYSE) announced on April 17 that it had been accepted into the AMD AI Developer Program operated by Advanced Micro Devices, a development that provides the company with access to AMD Developer Cloud credits, specialized AI development tools, technical training, and broader community resources. The collaboration is expected to strengthen Myseum.AI’s artificial intelligence capabilities and accelerate the advancement of its secure, AI-powered platform ecosystem. By gaining access to high-performance computing infrastructure and industry-level support, the company is positioning itself to scale innovation more efficiently in the increasingly competitive AI and privacy technology markets.

Earlier, on March 19, Myseum.AI, Inc. (NASDAQ:MYSE) disclosed that it had received U.S. Patent #12,585,755 from the U.S. Patent and Trademark Office for its technology titled “Time Bound Event Creation and Management Based on User Specific Media Permissions.” The patent covers systems and methods designed to establish private and secure social networking environments with event-specific media controls, including encryption features, privacy management, and dynamic prioritization of content. The intellectual property strengthens the company’s portfolio in secure digital communications and reinforces its strategic emphasis on user-controlled data protection at a time when privacy concerns continue to gain importance across the technology sector.

Myseum.AI is a privacy-focused technology company headquartered in New Brunswick. Founded in 2014, the company develops secure social media platforms and decentralized, AI-driven content management systems designed to protect personal data and digital communications.

The company’s expanding AI partnerships and growing intellectual property portfolio could strengthen its long-term competitive positioning in the secure AI and privacy software markets, particularly as enterprises and consumers increasingly prioritize data protection.

6. Focus Universal Inc. (NASDAQ:FCUV)

Short % of Shares Outstanding: 1.38%

Focus Universal Inc. (NASDAQ:FCUV) disclosed on April 24 that it had filed to sell approximately 3.35 million shares of common stock on behalf of existing holders. The filing is expected to enhance trading liquidity and broaden the company’s market visibility among institutional and retail investors. While secondary share sales can create near-term pressure on stock performance, the expanded float may improve capital market flexibility and support future financing opportunities as the company continues developing its Internet of Things and telecommunications technologies.

Earlier, on April 8, 2026, Focus Universal Inc. (NASDAQ:FCUV) announced the closing of a $4 million private placement involving 1,117,318 common or pre-funded units sold to accredited institutional investors at $3.58 per unit. Each unit included either common stock or a pre-funded warrant, along with Series A and Series B PIPE warrants exercisable at $3.33 per share with expiration periods of 24 and 60 months, respectively. The financing was completed under Nasdaq market pricing rules and arranged by Aegis Capital Corp. on a best-efforts basis. Management stated that the proceeds will primarily support working capital and broader corporate initiatives, while the company has also committed to registering the resale of underlying shares to improve investor liquidity and strengthen its operational balance sheet.

One of the best machine learning stocks to buy according to short sellers, Focus Universal Inc. is a technology company focused on patented hardware and software solutions for the Internet of Things (IoT) and 5G telecommunications markets. Founded in 2012 and headquartered in Ontario, the company develops technologies aimed at improving connectivity, energy efficiency, and cost optimization across smart-device ecosystems.

The company’s recent capital raise provides additional financial flexibility to advance product development and operational expansion, while its growing presence in IoT and 5G infrastructure positions it to benefit from long-term connectivity trends.

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