Taiwan Semiconductor Manufacturing Co. Ltd. (NYSE:TSM) posted a blowout Q4 earnings report on Thursday and sent a clear signal to the markets: AI demand is strong and growing. 

As the exclusive manufacturer of NVIDIA Corp. (NASDAQ:NVDA) GPUs, TSMC reported a 35% jump in net profit, crushing analyst estimates and proving that the AI gold rush is still on. 

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The Neocloud Lifeline

For neocloud providers like CoreWeave, Inc. (NASDAQ:CRWV) and Nebius Group N.V. (NASDAQ:NBIS), TSMC's results are a validation of their business model—to secure massive allocations of Nvidia's Blackwell and upcoming Rubin architectures (manufactured on TSMC's 3nm and 2nm nodes) to provide the specialized compute power that hyperscalers often lack.

Because their entire value proposition rests on the availability of cutting-edge AI chips, the blockbuster quarter and forward guidance from TSMC alleviates two major risks:

• Supply Security: Record manufacturing yields and capacity expansion mean Coreweave and Nebius can fulfill their multibillion-dollar backlogs. 
• Demand Strength: When the world's largest foundry raises its 2026 capex to between $52 billion and $56 billion, it signals that tech companies are still placing massive, long-term orders for AI chips.

Bursting The “AI Bubble” Narrative

The AI bubble fears have been largely quieted by TSMC’s quarterly report and the sheer scale of margins. With a gross margin of 62.3%, TSMC proved that the industry is not just growing, but doing so with immense profitability. 

Taiwan Semiconductor CEO C.C. Wei's declaration that “AI is real” is backed by the fact that its High-Performance Computing (HPC) segment accounts for 55% of total revenue. 

The takeaway for CoreWeave and Nebius investors is that the primary constraint on their growth is supply, not demand. 

TSMC's record-breaking production capacity suggests that neocloud providers will have the consistent access to chips necessary to service their expanding backlogs through 2026.

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