The Next Wave of AI Millionaires: 3 Stocks to Watch (2026)

The AI revolution is here, and it's set to create a new wave of millionaires. While the first wave of AI primarily benefited a few select stocks, the second phase promises to be more diverse and inclusive, opening up opportunities for a broader range of investors. So, who are the winners in this new era of AI? Let's take a closer look at three stocks that are poised to mint the next generation of millionaires.

AMD: The Inference and Agentic AI Winner

Advanced Micro Devices (AMD) is in a prime position to capitalize on the rise of inference and agentic AI. With its modular chiplet design, AMD can offer more memory capacity, which is crucial for these types of AI applications. The company's partnerships with OpenAI and Meta Platforms for its next-generation GPUs for inference bode well for strong growth in the coming years. But that's not all. AMD is also well-positioned to benefit from the shift towards agentic AI, which requires a balance between GPUs and CPUs in AI servers. With its leadership in the data center CPU market, AMD is set to be a major player in this new era of AI.

Personally, I think AMD's modular chiplet design is a game-changer. It allows for more flexibility and customization, which is essential for the diverse range of AI applications we're seeing today. What's more, AMD's partnerships with major players like OpenAI and Meta Platforms give it a significant edge over its competitors. In my opinion, AMD is the clear winner in the inference and agentic AI space, and its stock is definitely worth watching.

Broadcom: The Custom Chip Winner

As the market moves towards inference, hyperscalers are turning to custom AI ASICs to save costs. Broadcom, the leader in ASIC technology, is well-positioned to benefit from this trend. The company's partnership with Alphabet on tensor processing units (TPUs) has already paid off, and it's now profiting from Alphabet's deployment of these chips. What's more, Broadcom is seeing a surge in demand from its largest customers, including Anthropic, which has placed a $21 billion order for this year. With other hyperscalers also ramping up production of their own custom chips, Broadcom is set to see explosive growth in the coming years.

What makes this particularly fascinating is the potential for Broadcom to become a major player in the data center networking space. With its fast-growing data center networking business, Broadcom is well-positioned to benefit from the increasing demand for AI infrastructure. In my opinion, Broadcom is the clear winner in the custom chip space, and its stock is definitely worth considering for investors looking to capitalize on the AI revolution.

Micron: A Memory Leader

One of the biggest bottlenecks in the AI infrastructure market is DRAM memory, and the rise of inference and agentic AI is only likely to intensify this dynamic. Inference tends to be more memory-bound than compute-bound, and AI agents need to retain and process more information as they carry out multistep tasks. This is good news for Micron, one of the big three DRAM memory makers. With its strong position in the market and longer-term commitments from customers, Micron is set to benefit from the increasing demand for HBM and DRAM.

What many people don't realize is that the DRAM market has historically been highly cyclical. However, the demand for HBM is directly attached to GPUs and high-performance data center CPUs, giving it a huge secular tailwind. In my opinion, Micron is the clear winner in the memory space, and its stock is definitely worth considering for investors looking to capitalize on the AI revolution. With its strong position in the market and longer-term commitments from customers, Micron is set to benefit from the increasing demand for HBM and DRAM.

The Broader Implications

The second wave of AI is set to create a new wave of millionaires, and the stocks mentioned above are well-positioned to benefit from this trend. However, it's important to remember that the AI revolution is still in its early stages, and there are many other stocks and companies that could benefit from this trend. As we move forward, it will be interesting to see how the market evolves and which companies emerge as the clear winners. In my opinion, the AI revolution is just getting started, and the opportunities for investors are endless.

One thing that immediately stands out is the importance of memory in the AI infrastructure market. As AI applications become more complex and demanding, the need for high-performance memory will only increase. This is why stocks like Micron are so important, and why investors should keep a close eye on this space. If you take a step back and think about it, the AI revolution is not just about the technology, but also about the infrastructure that supports it. And in my opinion, the companies that provide this infrastructure will be the real winners in the long run.

The Next Wave of AI Millionaires: 3 Stocks to Watch (2026)
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