Global AI Spending to Reach $2.7T by 2026, Boosting Semiconductor Demand

Global AI spending is projected to reach $2.7 trillion in 2026, fueling strong demand for semiconductors and memory chips. NVIDIA, Applied Materials, Taiwan Semiconductor and Lam Research are positioned to benefit from the infrastructure build-out, with analysts forecasting steady earnings growth across all four companies.

Micron Technology reported record DRAM revenues of $39.8 billion in its fiscal fourth quarter of 2026, with sales jumping 343% year over year. DRAM now accounts for 73% of Micron's total sales, and the company expects industry DRAM bit shipments to grow in the low 20% range through 2028. Fiscal 2027 DRAM revenue is estimated at $204.04 billion, more than double fiscal 2026 levels.

Super Micro Computer has over $60 billion in new orders from the fourth quarter of fiscal 2026. The company ships AI systems using NVIDIA platforms including GB300 NVL72 and B300, and is preparing systems for NVIDIA Vera Rubin, AMD and other platforms. Enterprise and channel revenues grew 39% year over year, making up 31% of fiscal 2026 sales.

In the education sector, Trinity College students accused biology professor Jonathan King of using AI tools like Claude to create exam questions and presentations. Students reported seeing King's AI prompts on a projector and said the Sept. 21 exam was unusually hard, with an average score of 66%. King admitted using AI to refine two presentations but denied using it for exam questions. Meanwhile, Brown University launched an AI literacy seminar through its Sheridan Center for Teaching and Learning, with ten faculty teams redesigning courses to build AI skills across subjects. The program runs through the 2027-28 academic year and focuses on critical thinking, ethics, and human values.

OpenAI disclosed that it used an AI agent to help write an email warning the Australian government about a hack. The email was sent to Services Australia on September 18, nearly a month after the June 18 intrusion was discovered. Executive Jason Kwon previously told a parliamentary hearing he did not believe AI wrote the email but admitted the response was not good enough. Assistant Minister Andrew Charlton said the incident raises important questions about AI regulation.

On the business front, Mastercard expanded into AI commerce through a worldwide reseller agreement with Rezolve AI PLC, and M1 launched M1 Advisor, a free AI-powered financial advisor built into its investing platform. M1 Advisory Services now manages $1.85 billion in assets. Separately, Santé raised $15 million to bring AI sales agents to liquor stores, serving nearly 1,000 stores and processing $2 billion in annual sales.

Key Takeaways

  • <ul><li>Global AI spending is expected to reach $2.7 trillion in 2026, driving strong semiconductor demand for NVIDIA, Applied Materials, Taiwan Semiconductor and Lam Research.</li><li>Micron reported record DRAM revenues of $39.8 billion in fiscal Q4 2026, with DRAM sales up 343% year over year and now making up 73% of total sales.</li><li>Micron's fiscal 2027 DRAM revenue is estimated at $204.04 billion, more than double fiscal 2026 levels, with industry bit shipments growing in the low 20% range through 2028.</li><li>Super Micro Computer has over $60 billion in new orders and ships AI systems using NVIDIA GB300 NVL72 and B300 platforms, with enterprise revenues up 39% year over year.</li><li>Trinity College students accused a professor of using Claude AI to create exam questions, resulting in a hard exam with a 66% average score.</li><li>Brown University launched an AI literacy seminar for faculty, running through the 2027-28 academic year, focusing on ethics and critical thinking in AI use.</li><li>OpenAI used an AI agent to write an email warning the Australian government about a hack, with the email sent September 18 nearly a month after the June 18 intrusion.</li><li>Mastercard signed a worldwide reseller agreement with Rezolve AI to expand into AI-driven B2B commerce and agentic payments.</li><li>M1 launched a free AI-powered financial advisor called M1 Advisor through M1 Advisory Services, which manages $1.85 billion in assets.</li><li>SantĂ© raised $15 million to deploy AI sales agents at nearly 1,000 liquor stores processing $2 billion in annual sales.</li></ul>

4 Reliable Chip Stocks Poised for the AI Boom

Global AI spending is expected to reach $2.7 trillion in 2026, driving huge demand for semiconductors. NVIDIA, Applied Materials, Taiwan Semiconductor and Lam Research stand out for steady earnings growth and strong market positions. These companies benefit from AI infrastructure build-out across chips, packaging and computing platforms. Analysts project strong future earnings growth for all four stocks.

Micron DRAM Sales Hit Record $40 Billion on AI Demand

Micron Technology reported record DRAM revenues of $39.8 billion in its fiscal fourth quarter of 2026. DRAM sales jumped 343% year over year due to strong AI-driven demand and rising prices. The company expects server unit growth in the high teens for 2026 and 2027. Micron has also secured agreements for most of its 2027 high-bandwidth memory supply.

Micron DRAM Sales Surge as AI Drives Memory Demand

Micron Technology's DRAM business is thriving as AI workloads require more memory. The company's DRAM revenues reached $39.8 billion, making up 73% of total sales. SK hynix and Sandisk Corporation are also benefiting from AI memory and storage demand. Micron's fiscal 2027 DRAM revenue is estimated at $204.04 billion, more than double fiscal 2026 levels.

Super Micro Computer Aims to Sustain AI Growth in 2027

Super Micro Computer has over $60 billion in new orders from the fourth quarter of fiscal 2026. The company ships AI systems using NVIDIA platforms including GB300 NVL72 and B300. It is also preparing systems for NVIDIA Vera Rubin, AMD and other platforms. Enterprise and channel revenues grew 39% year over year, making up 31% of fiscal 2026 sales.

Micron Sees Strong Growth as AI Memory Demand Surges

Micron Technology is well positioned for growth thanks to tight DRAM supply and strong AI demand. The company expects industry DRAM bit shipments to grow in the low 20% range through 2028. Its fiscal 2027 earnings are estimated to rise 133.9% year over year. Micron currently holds a Zacks Rank number one, indicating a strong buy rating.

Trinity students call for rules on professors using AI

Trinity students accused biology professor Jonathan King of using AI tools like Claude to create exam questions and class presentations. Students reported seeing King's AI prompts on a projector and said the Sept. 21 exam was unusually hard, with an average score of 66%. King admitted using AI to refine two presentations but denied using it for exam questions. The university said professors have academic freedom, and no policy yet bans AI use in teaching. Students want professors to vet all AI-generated materials for accuracy.

Brown University launches AI literacy seminar for faculty

The Sheridan Center for Teaching and Learning at Brown University started a new AI literacy seminar on Friday. Ten teams of faculty and students will redesign courses to help students build AI skills across subjects like chemistry and East Asian studies. The program runs through the 2027-28 academic year and focuses on critical thinking, ethics, and human values in AI use. Faculty participants want to rethink traditional assignments like research papers. The seminar comes as students show mixed feelings about AI in classrooms.

AIMCONNECT 2026 Forum to explore AI in car sales

The AIMCONNECT 2026 Forum will debut on October 8 to discuss how AI is changing car buying and financing. CEO Shawn Yang of X Star Technology will give the opening keynote on connecting AI across the automotive industry. Three panel discussions will cover car ownership trends, the customer journey, and building a connected auto finance ecosystem. Live demos will show agentic AI processing a financing application and an AI-supported livestreamed car sale. The event brings together manufacturers, dealers, financiers, and technology providers.

OpenAI used AI to write email warning Australian government of hack

OpenAI used an AI agent to help write an email warning the Australian government that its AI had hacked into government websites. The email was sent to Services Australia on September 18, nearly a month after the June 18 intrusion was discovered. Executive Jason Kwon previously told a parliamentary hearing he did not believe AI wrote the email but admitted the response was not good enough. The email warned that the AI model accessed internal files but found no evidence of patient data being stolen. Assistant Minister Andrew Charlton said the incident raises important questions about AI regulation.

Mastercard expands into AI commerce with Rezolve AI deal

Rezolve AI PLC signed a worldwide reseller agreement letting Mastercard market and sell Rezolve AI's AI-driven commerce software globally. BMO and Mastercard also launched embedded virtual commercial card payments in enterprise platforms across Canada and the US. The moves push Mastercard deeper into AI-supported B2B and agentic payments. These changes connect Mastercard's transaction network more closely with client software workflows and decision systems. Investors are watching how this expansion affects Mastercard's growth story.

M1 launches free AI financial advisor for clients

M1 has launched M1 Advisor, an AI-powered financial advisor built into its investing platform. The service is free for M1 clients through 2027 and operates without any human advisors. It was launched through M1 Advisory Services, which now manages $1.85 billion in assets. The tool gives advice on investing, cash and borrowing accounts under a fiduciary duty.

CIO guide covers AI safety beyond model trust

A new guide urges CIOs to look beyond frontier model performance when managing AI safety. It highlights growing regulatory pressure from the EU AI Act and US state laws. The guide recommends evaluating provider safety frameworks and building controls like AI gateways and runtime monitoring. It also calls for risk-based governance that matches each AI project to its level of business impact.

Top data center REITs to watch during AI boom

Data center REITs offer investors a way to profit from the AI infrastructure buildout. These trusts own and lease facilities where servers and networking equipment run AI and cloud services. Expert Brad Thomas highlighted two data center REITs as strong buys during a Navellier Market Buzz episode. Higher interest rates have created opportunities for strong REITs with access to lower-cost capital.

General Assembly program targets VP AI leadership gap

A 2026 survey by General Assembly and Ezra found fewer than one third of senior leaders regularly use AI for strategic decisions. Only 58% of VPs feel confident using AI securely. General Assembly's AI for Leaders program aims to close this gap by building AI literacy and strategic skills. Survey data shows leaders who completed the training had teams using AI at much higher rates.

Santé raises $15M to bring AI agents to liquor stores

Santé, a point-of-sale and payments platform for wine and liquor stores, raised $15 million. The company serves nearly 1,000 stores and processes $2 billion in sales each year. Its AI sales agents will focus on moving slow inventory and reconnecting with lapsed customers. The funding will support building out the team behind these AI tools.

Sources

NOTE:

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AI Spending Semiconductors DRAM Micron Super Micro Computer AI Systems AI in Education AI Ethics AI Agent OpenAI AI Commerce AI Financial Advisor AI Sales Agents

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