The move toward custom AI chips shows that the industry is entering a more mature phase, where efficiency and specialization matter as much as raw power. However, this shift could fragment the hardware ecosystem, making it harder for a single company to dominate the way GPU leaders have.
https://www.fool.com/investing/2026/03/26/forget-gpus-custom-ai-chips-are-the-next-trillion/
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