Taiwan Semiconductor Manufacturing Company Limited (TSM) Partners with Ansys and Microsoft to Achieve 10x Speed Boost in Silicon Photonic Simulations, Driving AI and Automotive LiDAR Advancements
We recently compiled a list of the 35 Trending AI Stocks on Latest News and Analyst Ratings.In this article, we are going to take a look at where Taiwan Semiconductor Manufacturing Company Limited (NYSE:TSM) stands against the other trending AI stocks.
Two years after the public debut of ChatGPT, the generative AI landscape has evolved rapidly, igniting substantial investments in artificial intelligence and lifting valuations for startups and major tech companies alike. This surge in interest has primarily centered on cloud-based AI, where services like OpenAI's models operate on extensive data infrastructures. However, as these models grow in complexity, the demand for larger and more advanced data centers intensifies, leading to a race among companies to construct expansive facilities. Significant investments are projected, with estimates suggesting that major players will collectively spend around $160 billion in capital expenditures next year, primarily for acquiring powerful GPUs and related infrastructure necessary for training AI models. Top executives have even forecasted that global data center investments could double to $2 trillion within the next few years. Nevertheless, the sustainability of this spending spree raises questions about whether the revenue generated from AI applications can match the high costs of development and infrastructure.
Amid these challenges, a new trend in edge AI is emerging. This concept involves running AI algorithms directly on personal devices like smartphones and computers rather than relying on centralized cloud servers. Edge AI offers numerous benefits, including real-time response capabilities without requiring a high-speed internet connection and enhanced privacy since user data remains on personal devices. Analysts project that nearly 50% of smartphones will have generative AI capabilities by 2027, a significant increase from the current 4%. However, implementing edge AI presents technical hurdles, primarily due to existing devices lacking the necessary computing power and memory to support large AI models. For instance, running OpenAI's GPT-4 model, which contains approximately 1.8 trillion parameters, is not feasible on typical smartphones today. Nevertheless, smaller, task-specific AI models are gaining traction, as they require less training data and can outperform larger, more generalized models in certain applications. These lightweight models are often open-source and designed for specific functions, making them easier to implement on consumer devices.
As semiconductor companies continue to innovate by increasing processing power and memory in smartphones and PCs, the capacity for running AI models on these devices is expected to grow. Research indicates that the proportion of smartphones capable of supporting large AI models could rise significantly within the next few years. Major chip manufacturers are advancing technologies such as chipset designs, allowing them to create more powerful processors without needing to shrink the circuitry. For investors, the rise of edge AI could lead to new opportunities and growth within the consumer electronics market, as users are likely to upgrade their devices to take advantage of enhanced AI functionalities. UBS analysts project that combined sales of smartphones and PCs could exceed $700 billion by 2027. Ultimately, the success of edge AI hinges on the development of compelling applications that consumers find valuable enough to invest in.
For this article, we selected AI stocks by combing through news articles, stock analysis, and press releases. These stocks are also popular among hedge funds.
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 275% since May 2014, beating its benchmark by 150 percentage points (see more details here).
Is TSM Stock a Good Long Term Buy?
A close-up of a complex network of integrated circuits used in logic semiconductors.
Taiwan Semiconductor Manufacturing Company Limited (NYSE:TSM)
Number of Hedge Fund Holders: 156
Taiwan Semiconductor Manufacturing Company Limited (NYSE:TSM) makes and sells integrated circuits and semiconductors. The firm recently announced that it had partnered with software firm Ansys and tech giant Microsoft to significantly accelerate the simulation of silicon photonic components, achieving over a 10x speed improvement. This was accomplished by using Ansys' Lumerical FDTD 3D software on Microsoft Azure's AI infrastructure, powered by NVIDIA's accelerated computing. The collaboration aims to drive advancements in Silicon Photonic Integrated Circuit technology, crucial for data communication, biomedical tools, AI, and automotive LiDAR systems. The scalability of Azure cloud enhances Ansys' platform, facilitating faster and more efficient photonic simulations.
Overall TSM ranks 7th among the AI stocks that are trending right now. While we acknowledge the potential of TSM as an investment, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns, and doing so within a shorter timeframe. If you are looking for an AI stock that is more promising than TSM but that trades at less than 5 times its earnings, check out our report about the cheapest AI stock.
