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Big Tech Commits Six Hundred and Fifty Billion Dollars to AI, Broadcom Shares Surge

February 7, 2026

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Broadcom shares jumped seven percent on Friday as the four largest US technology companies committed a combined six hundred and fifty billion dollars to AI infrastructure spending in twenty twenty-six. The chipmaker stands to benefit enormously as the primary supplier of Google's custom AI chips, with AI semiconductor revenue projected to double year-over-year.

Big Tech's Unprecedented AI Spending Spree

The world's largest technology companies have collectively committed to spending approximately six hundred and fifty billion dollars on AI infrastructure in twenty twenty-six, marking what analysts are calling the largest infrastructure investment super cycle in modern history.

Alphabet led the charge with capital expenditure guidance of one hundred and seventy-five billion to one hundred and eighty-five billion dollars, nearly double its prior year spending. Amazon followed with plans to invest two hundred billion dollars, the highest individual company commitment. Meta announced spending of one hundred and fifteen billion to one hundred and thirty-five billion dollars, while Microsoft is on pace for approximately one hundred and forty-five billion dollars.

Broadcom Emerges as the Silent Architect

Broadcom shares surged roughly seven percent on Friday as investors recognised the chipmaker's pivotal role in enabling this massive buildout. The company has been Google's exclusive partner for custom AI chips since twenty sixteen, designing and manufacturing every Tensor Processing Unit used across Google's infrastructure.

The latest TPU iteration, codenamed Ironwood, is built on cutting-edge three-nanometre technology and is shipping in massive volumes. Broadcom disclosed twenty-one billion dollars in TPU orders over just two quarters, with AI semiconductor revenue projected to reach eight point two billion dollars in its fiscal first quarter of twenty twenty-six, representing one hundred percent year-over-year growth.

Beyond Google: A Broader Custom Chip Empire

Broadcom's ambitions extend well beyond its Google partnership. The company secured major deals with AI lab Anthropic and announced a strategic collaboration with OpenAI to deploy ten gigawatts of custom AI accelerators. Analysts project Broadcom's total AI revenue could reach fifty billion dollars in fiscal twenty twenty-six, up from twenty billion in fiscal twenty twenty-five.

Wall Street Turns Bullish

Multiple investment banks raised their outlook, with Jefferies maintaining a five hundred dollar price target and designating the stock a top pick. Wolfe Research upgraded to Outperform, projecting AI chip revenue of approximately forty-four billion dollars. The rally reflects a broader market recognition that as tech giants race to scale AI capabilities, Broadcom's custom silicon solutions are proving indispensable.

Published February 7, 2026 at 12:52pm

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