Alphabet and Taiwan Semiconductor Manufacturing positioned as long-term AI winners amid shifting chip market

Alphabet leverages structural advantages including its custom tensor processing units (TPUs) developed over a decade ago, Chrome and Android browsers with nearly 70% global market share, and the world's largest ad network to embed AI models across multiple surfaces like Google Search, Gemini, and Google Maps.

Taiwan Semiconductor Manufacturing (TSMC) manufactures advanced logic chips for all leading chip designers and holds near monopoly status in this area, giving it strong pricing power as hyperscalers increasingly design custom AI accelerators and demand for high-performance server CPUs grows alongside agentic AI adoption.

The article argues both companies are positioned to benefit regardless of which AI chip technology or company prevails in the long term, making them stocks recommended to own over the next decade.