New Strategies and Infrastructure Growth in the AI Chip Industry

AI 晶片產業的新策略與基礎設施成長

Jun 24, 2026, 19:03

Introduction

Broadcom and Qualcomm have announced major improvements in their artificial intelligence hardware and software. These changes show that the industry is moving toward custom-made chips and a more diverse range of data center equipment.

Broadcom 與 Qualcomm 宣布在人工智慧硬體與軟體方面取得重大進展。這些改變顯示產業正趨向於定制晶片，以及更豐富的數據中心設備選擇。

Main Body

Broadcom and OpenAI have worked together to create 'Jalapeño,' a special chip designed for AI inference. This processor aims to improve energy efficiency and lower the cost of running large language models. Broadcom's CEO, Hock Tan, stated that the first chips will be used by late 2026, with full use expected by 2028. While this chip is meant to work alongside Nvidia's products rather than replace them, it allows OpenAI to rely less on a single supplier.

Broadcom 與 OpenAI 合作開發了名為「Jalapeño」的特殊晶片，專為 AI 推理而設計。該處理器旨在提高能源效率並降低運行大型語言模型的成本。Broadcom 執行長 Hock Tan 表示，首批晶片將於 2026 年底前投入使用，預計 2028 年全面普及。雖然此晶片旨在與 Nvidia 的產品協同工作而非取代，但這能讓 OpenAI 減少對單一供應商的依賴。

At the same time, Qualcomm is shifting its focus from smartphones toward the data center market. For example, Meta Platforms will start using Qualcomm's Dragonfly C1000 CPU in 2028. Furthermore, Qualcomm is buying a startup called Modular for about $3.92 billion. Modular creates software that allows AI models to work on different types of chips. This move is intended to give developers more flexibility and challenge Nvidia's dominant CUDA software.

與此同時，Qualcomm 正將重心從智慧型手機轉向數據中心市場。例如，Meta Platforms 將於 2028 年開始使用 Qualcomm 的 Dragonfly C1000 CPU。此外，Qualcomm 正以約 39.2 億美元收購一家名為 Modular 的初創公司。Modular 開發的軟體可讓 AI 模型在不同類型的晶片上運行。此舉旨在為開發者提供更多靈活性，並挑戰 Nvidia 佔主導地位的 CUDA 軟體。

These developments show a general trend where companies want more control over their own technology and supply chains. Other giants like Amazon and Alphabet are also creating their own chips to ensure they have a steady supply. Because the demand for computing power is so high, the industry is moving toward specialized accelerators and open software to make generative AI more affordable and efficient.

這些發展顯示出一個整體趨勢，即公司希望對自身的技術和供應鏈擁有更多控制權。其他巨頭如 Amazon 和 Alphabet 也在開發自有晶片以確保供應穩定。由於對運算能力的需求極高，產業正向專用加速器和開放軟體發展，以使生成式 AI 更加經濟且高效。

Conclusion

The AI chip market is now characterized by the growth of custom chips and the purchase of flexible software to challenge the current market leaders.

目前的 AI 晶片市場特點在於定制晶片的成長，以及透過收購靈活的軟體來挑戰目前的市場領導者。

Vocabulary Learning

🚀 The 'B2 Shift': From Simple Verbs to Strategic Power-Verbs

At the A2 level, you use words like make, change, or get. To reach B2, you need to use precise verbs that describe how something is happening. The text provides a perfect map for this transition.

⚡ Precision Upgrade

Look at how the text replaces basic ideas with professional-grade verbs:

Instead of "change" $\rightarrow$ Use "shift"
- A2: Qualcomm is changing its focus.
- B2: Qualcomm is shifting its focus.
- Why? "Shift" implies a strategic move from one position to another.
Instead of "make" $\rightarrow$ Use "create" or "design"
- A2: They made a new chip.
- B2: They designed a special chip / created software.
- Why? "Design" shows there was a plan and engineering involved.
Instead of "help" $\rightarrow$ Use "allow" or "ensure"
- A2: This helps OpenAI use other companies.
- B2: This allows OpenAI to rely less on one supplier.
- Why? "Allow" describes giving permission or creating a possibility.

🧩 The " Connector Logic"

B2 speakers don't just list facts; they link them to show cause and effect. Notice these three structures from the article:

"Rather than..." $\rightarrow$ Used to contrast two options (e.g., Work alongside Nvidia rather than replace them).
"Furthermore..." $\rightarrow$ A sophisticated way to say "also" when adding a new, important point.
"Because..." $\rightarrow$ Used at the start of a long sentence to explain the reason before the result.

🛠 Quick Guide: Power-Phrases for your Vocabulary

A2 Phrase	B2 Professional Equivalent	Context
Big changes	Major improvements	Tech/Business
Use it	Rely on	Dependency
Main one	Dominant	Market Power
Fast growth	Infrastructure growth	Industry

Vocabulary Learning

diverse (adj.)

Including many different types of people or things.

Example:The company employs a diverse range of specialists to handle different aspects of the project.

inference (n.)

The process of reaching a conclusion based on evidence and reasoning, or in AI, the process of a model making predictions.

Example:The new chip is specifically designed to speed up AI inference for real-time applications.

efficiency (n.)

The quality of achieving maximum productivity with minimum wasted effort or expense.

Example:Improving energy efficiency is crucial for reducing the operational costs of data centers.

dominant (adj.)

More important, powerful, or influential than others.

Example:Nvidia currently holds a dominant position in the AI hardware market.

flexibility (n.)

The ability to be easily modified or adapted to respond to different circumstances.

Example:Using open-source software gives developers more flexibility in how they build their models.

characterized (v.)

To describe the typical features or qualities of someone or something.

Example:The modern era of computing is characterized by the rapid growth of artificial intelligence.

Practice B2 words in a crossword→