Broadcom's $35 Billion Answer to the AI Slowdown Debate

Broadcom CEO Hock Tan dismisses AI slowdown fears, pointing to a $35 billion financing vehicle for Anthropic and a 66% margin target.

When Anthropic chief Dario Amodei publicly called for a slowdown in the race to build ever more advanced AI models — a plea that drew backing from none other than Sam Altman and Elon Musk — the market's reaction was immediate and uneasy. If the architects of frontier AI are urging caution, what happens to the multi-billion-dollar data center buildout that has powered the semiconductor boom?

For Broadcom, few companies have as much riding on the answer.

CEO Hock Tan wasted little time pushing back. Appearing on CNBC, he dismissed the concern outright, insisting that demand for computing infrastructure — both for training AI models and for running them in production — remains as strong as ever. The gap between the philosophical debates of model developers and the actual order books of chipmakers, he suggested, is a wide one.

A $35 Billion Vehicle Built for Anthropic

The clearest evidence that Broadcom's expansion plans are more than aspirational lies in a financing structure assembled alongside private equity heavyweights Apollo and Blackstone. The special-purpose vehicle carries a volume of $35 billion and is designed to underwrite capacity for Anthropic alone on the scale of one gigawatt. By 2028, as much as ten gigawatts is on the table.

When institutional players of that caliber stand ready to channel such sums into infrastructure, the case for a near-term pullback in custom accelerator investment weakens considerably.

That said, the software side of the business carries its own complications. According to media reports, the European Union is taking a closer look at how Broadcom has restructured licensing at VMware, the subsidiary it acquired. The regulatory attention is a reminder that the company's overall results do not rest on the semiconductor division alone.

Margins That Industrial Firms Can Only Envy

Broadcom's third-quarter figures reinforced the bullish case. Roughly two weeks ago, the company raised its target for AI revenue and guided toward an operating margin of about 66% for the current fourth quarter — a level of profitability that traditional manufacturers can only dream about.

The stock has begun to steady after recent turbulence in the sector. On Friday, the shares climbed 2.6% to close at EUR 311.00. Even so, the equity trades 28% below its 52-week high, a discount that reflects lingering anxiety: investors still fear a sudden slowdown in infrastructure spending at the major cloud providers.

The Hyperscaler Delivery Clock

What matters most for the stock's next leg is the pace at which custom silicon actually ships. Heavyweights including Alphabet, Meta, OpenAI and Anthropic rely on application-specific chips that Broadcom co-designs and manufactures. Whether those ambitious blueprints convert into billed revenue on schedule is the pivotal question.

Market watchers are focused on whether hyperscalers call in their follow-on orders at the projected cadence. If customers stretch out their data center expansions, Broadcom's tightly sequenced growth plan could wobble. If the promised volumes hold, the earnings base would be locked in for years.

Under the optimistic scenario, the extensive agreements with technology platforms materialize without delay. For Google, Broadcom intends to accelerate shipments of Ironwood tensor processors to Anthropic as well as TPU-8i chips to the search giant itself. Tan has held out the prospect of chip deliveries to Google worth tens of billions of dollars over the coming years. For 2027, Broadcom is targeting five gigawatts of computing capacity for Anthropic based on the TPU 8i, with a further ten gigawatts in prospect.

Meanwhile, production is advancing on Jalapeno, the custom chip developed jointly with OpenAI, for which 1.3 gigawatts of implementation is planned in 2027. Apple, too, has signaled it will spend more on semiconductor production with Broadcom inside the United States.

Analyst Arthur Lai of Macquarie upgraded the stock from Neutral to Outperform in early September with a price target of $490. If the technology giants confirm these volumes, it would underpin Broadcom's ambition to grow AI semiconductor revenue exponentially over the medium term.

Brussels Turns Up the Heat on VMware

Standing against that bullish outlook is a two-sided risk: regulatory pressure on the software business and operational friction on large projects. According to Bloomberg, EU antitrust authorities are scrutinizing the licensing overhaul at VMware following the $61 billion takeover.

European cloud providers, who already lodged a formal complaint with the European Commission in March through their industry association CISPE, were questioned in detail over the summer about how replaceable VMware solutions are and whether new certification rules distort competition. Potential remedies or interventions by competition regulators could weigh on infrastructure software margins.

On the chip side, reports of possible adjustments to the buildout pace at key customers such as Anthropic are a source of unease. Add to that substantial share sales: over the past 90 days, Broadcom recorded insider transactions totaling more than $20.9 million.

Should hyperscaler investment cool while regulatory hurdles in Europe mount, a reassessment of growth expectations looms.

December 9 Is the Next Reckoning

Clear thresholds are emerging for the stock. As long as the contractually agreed expansion targets for tensor processors and custom accelerators from major customers like Alphabet and Meta are confirmed without cuts, the fundamental upside case stays intact — and the market would likely erode the existing valuation discount step by step. If confidence in the gigawatt timelines cracks, or if Brussels imposes sweeping conditions on the VMware licensing business, a fresh test of lower support levels becomes likely.

The next concrete checkpoint is already circled: on December 9, 2026, Broadcom reports results for the fourth quarter of the current fiscal year. That day will show whether Tan can back his ambitious guidance for the coming year with firm contractual order books.

For now, Broadcom looks remarkably resilient against the mounting skepticism in the tech sector. While the market speculates about an AI slowdown, the company keeps expanding its supply chains and partnerships. Its contractual arrangements with the leading hyperscalers offer a visibility that many competitors lack. The regulatory questions surrounding VMware remain a latent drag on sentiment — but as long as demand for custom computing power outstrips capacity, the opportunities carry the day.