The Latest Outlook on AI and Semiconductors: The Production, Demand, and Price Triangle

The AI and semiconductor ecosystem continues to dominate the news agenda, with a flurry of activity from both the giant companies listed on the US stock exchange and the global supply chain. In this new era, shaped by production capacities, a surge in demand, and price pressures, it's possible to summarize the sector's pulse under three main headings:

1. Production and Roadmap: Capacity is Increasing, Costs are Being Questioned

NVIDIA announced its next-generation Rubin platform with a 2026 release date. This architecture, which combines GPUs, CPUs, and network chips in a single package, seems set to intensify competition, particularly in the inference field. NVIDIA also plans to ship a small volume of a dedicated chip to the Chinese market by the end of the year.

On the TSMC front, there are two significant developments. The company has decided not to transition to a high-performance NA EUV machine before 2029. Despite this, it revised its 2026 revenue growth forecast to over 30%. For 2027, an investment budget of between $80-85 billion is being discussed.

ASML also revised its annual forecast upwards, becoming another critical supplier confirming that AI spending remains strong.

2. Demand and Agreements: Growth Spreading Across All Areas

AMD exceeded expectations in the second quarter, reporting $11.54 billion in revenue with 50% growth. The company signed new agreements with Anthropic and Core Scientific. However, what is particularly noteworthy is that the increase in demand is not limited to accelerator chips. Intel and AMD are pursuing long-term CPU agreements with Chinese server customers. This shows that demand is also spreading to memory, networking, and server processors.

Broadcom increased its AI semiconductor revenue to $10.8 billion, registering 143% year-on-year growth. It has a plan to deliver 10 gigawatts of capacity next year, and a debt package of over $60 billion is on the agenda for customers like Anthropic.

3. Price and Market Reaction: Expectations Rise

While demand remains strong, market expectations are even higher. AMD saw its value drop by 6.6% in a single day, losing $59 billion, after its AI spending growth failed to meet expectations following record revenue. Broadcom experienced a decline in gross margins, while TSMC's rising costs are reportedly tightening margins on custom AI processors.

NVIDIA announced server price increases of over 15% due to rising memory costs. However, there is a strong indication that demand will continue: Alphabet, Microsoft, Amazon, and Meta are planning a total of $630 billion in AI infrastructure spending this year.

Current State of the Industry

In summary, production capacity and roadmap remain solid. Demand-side agreements are expanding, but pricing and margin pressure is increasing. The market is now questioning not only growth but also profitability. The most critical question for the coming period is whether the manufacturing side (TSMC, ASML) or the design side that best monetizes demand (NVIDIA, AMD, Broadcom) will win in this cycle.

This post is not investment advice; it is for informational purposes only. 👉 DYOR 🔎

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