Big Tech Plans to Invest $700 Billion in AI Infrastructure
Written by Emily J. Thompson, Senior Investment Analyst
Updated: Feb 24 2026
0mins
Should l Buy MU?
Source: NASDAQ.COM
- AI Infrastructure Investment: Big tech companies are projected to spend $680 billion on AI infrastructure in 2026, providing a robust tailwind for Nvidia's GPU and data center operations, thereby solidifying its market leadership.
- Nvidia Earnings Focus: Nvidia is set to report its Q4 earnings for fiscal year 2026 on February 25, with expectations that it will exceed Wall Street's forecasts, which could generate positive market sentiment and investor confidence across the AI sector.
- Broadcom's Market Opportunity: Broadcom leads in custom ASICs and data center equipment, effectively supporting Nvidia's GPU architecture; as big tech moves towards vertical integration, demand for Broadcom's products is expected to rise significantly.
- Micron's Growth Potential: Micron's high-bandwidth memory chips are sold out for 2026, with earnings projected to quadruple, and as AI infrastructure investment accelerates, Micron's valuation potential is set to increase significantly, making it a focal point in the market.
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Analyst Views on MU
Wall Street analysts forecast MU stock price to fall
26 Analyst Rating
24 Buy
2 Hold
0 Sell
Strong Buy
Current: 646.630
Low
235.00
Averages
336.12
High
500.00
Current: 646.630
Low
235.00
Averages
336.12
High
500.00
About MU
Micron Technology, Inc. provides memory and storage solutions. The Company delivers a portfolio of high-performance dynamic random-access memory (DRAM), NAND, and NOR memory and storage products through its Micron and Crucial brands. The Company's products enable advancing in artificial intelligence (AI) and compute-intensive applications. Its segments include Cloud Memory Business Unit (CMBU), Core Data Center Business Unit (CDBU), Mobile and Client Business Unit (MCBU) and Automotive and Embedded Business Unit (AEBU). CMBU is focused on memory solutions for large hyperscale cloud customers, and high bandwidth memory (HBM) for all data center customers. CDBU is focused on memory solutions for mid-tier cloud, enterprise, and OEM data center customers and storage solutions for all data center customers. MCBU is focused on memory and storage solutions for mobile and client segments. AEBU is focused on memory and storage solutions for the automotive, industrial, and consumer segments.
About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
Micron Technology's Stock Soars Nearly 700% Amid AI Boom
- Stock Surge: Micron Technology's stock has surged nearly 700% over the past year, currently trading above $600, indicating strong market demand and investor confidence, which may prompt the company to consider a stock split to enhance liquidity.
- Revenue Growth: In the second quarter of its 2026 fiscal year, Micron reported $23.9 billion in revenue, a staggering 196% year-over-year increase, marking the company's fourth consecutive quarterly revenue record, showcasing its robust performance in the memory market and ongoing growth potential.
- Supply-Demand Shift: Micron confirmed that its entire HBM4 supply for 2026 is sold out under binding contracts, with customers now signing three- to five-year supply agreements, representing a significant structural shift that will help smooth out previous demand volatility and enhance the company's long-term stability.
- Valuation Appeal: Despite Micron's recent strong performance, it trades at only 11 times forward earnings, which is undervalued compared to most AI stocks, suggesting substantial growth potential if it continues to exceed market expectations, making it a compelling investment opportunity.
See More
Caution Advised for Tech ETF Investments
- Missing AI Ecosystem Players: Amazon, Alphabet, and Meta play crucial roles in the AI ecosystem, yet their absence from the top holdings of the Vanguard Information Technology ETF due to revenue classification may lead investors to overlook significant opportunities.
- Market Share Insight: With Amazon and Alphabet's cloud platforms collectively holding a 42% market share, their exclusion would leave the AI ecosystem lacking critical infrastructure, potentially stunting industry growth.
- Capital Expenditure Expectations: These three companies are projected to spend between $500 billion and $530 billion in capital expenditures in 2023, with a significant portion allocated to AI initiatives, underscoring their pivotal role in advancing AI technology.
- Investment Strategy Shift: Rather than investing in the Vanguard Information Technology ETF, opting for a Nasdaq-100 ETF like the Invesco QQQ Trust ETF would provide better exposure to the AI sector, as it includes these key players along with other tech giants.
See More
Risks and Opportunities in Tech ETF Investments
- Tech ETF Overview: The Vanguard Information Technology ETF (VGT) shows a +2.69% change with a current price of $112.44 and a trading volume of 3.9 million shares, indicating sustained investor interest in tech stocks, yet it lacks key AI players in its top holdings.
- Holdings Structure Analysis: Over 44% of VGT's top holdings are concentrated in Nvidia, Apple, and Microsoft, while missing Amazon, Alphabet, and Meta, which play crucial roles in the AI ecosystem, highlighting potential missed investment opportunities.
- Missing AI Infrastructure: Amazon and Alphabet together hold a 42% market share in global cloud platforms, and their absence would deprive the AI ecosystem of critical infrastructure, impacting the potential for future AI development.
- Better Investment Options: Given VGT's limitations, investors should consider the Invesco QQQ Trust ETF, which includes Nvidia, Microsoft, and other heavyweight companies in the AI sector, providing a more comprehensive exposure to AI investments.
See More
A Major Investor Invests $12 Million in the Storage Memory Sector.
Whale Investment: The whale "0x3Ed" added $2.668 million USD to HyperLiquid and opened a 20x leveraged long position on the EWY (iShares MSCI South Korea ETF) and DRAM (Memory ETF).
Current Holdings: The whale still holds long positions in MU (Micron Technology) and SNDK (SanDisk), with a total value of $12 million and an unrealized gain of $848,000.
See More
U.S. Stocks Close Higher, Nasdaq Hits Record High
- Strong Market Performance: The S&P 500 rose by 0.84% and the Nasdaq 100 increased by 2.35%, reaching record highs, reflecting market optimism driven by robust corporate earnings despite concerns over the Iran conflict.
- Support from Employment Data: U.S. nonfarm payrolls for April increased by 115,000, surpassing expectations of 65,000, with March figures revised up to 185,000, indicating resilience in the labor market and further boosting stock prices.
- Decline in Consumer Confidence: The University of Michigan's May consumer sentiment index fell to a record low of 48.2, below the expected 49.5, highlighting economic uncertainty that could impact future consumer spending.
- Oil Market Volatility: Iran's seizure of an oil tanker in the Strait of Hormuz led to a rise in WTI crude prices, with expectations that this incident will affect global oil supply, potentially causing further price fluctuations.
See More
Nasdaq Composite Index Rises on Strong Jobs Report
- Positive Jobs Data: The U.S. nonfarm payroll report exceeded expectations, leading to a 1.71% rise in the Nasdaq Composite Index, indicating positive signals of economic recovery that bolster investor confidence and market activity.
- Tech Stocks Surge: This week, tech stocks performed strongly, with Datadog (DDOG) gaining 40.68% as the top winner, followed closely by Micron (MU) at 36.98%, reflecting a resurgence of optimism in the tech sector.
- Market Volatility: Despite declines in sectors such as healthcare, finance, and consumer goods, the Nasdaq remained robust due to gains in chip and AI-related stocks, showcasing the resilience of tech stocks and a trend of market differentiation.
- Investor Sentiment: Analysts suggest that investors should stop overthinking the market rally, emphasizing that the current market movements may be a reasonable response to improving fundamentals, further encouraging investor participation.
See More
Micron Technology's Stock Soars Nearly 700% Amid AI Boom
- Stock Surge: Micron Technology's stock has surged nearly 700% over the past year, currently trading above $600, indicating strong market demand and investor confidence, which may prompt the company to consider a stock split to enhance liquidity.
- Revenue Growth: In the second quarter of its 2026 fiscal year, Micron reported $23.9 billion in revenue, a staggering 196% year-over-year increase, marking the company's fourth consecutive quarterly revenue record, showcasing its robust performance in the memory market and ongoing growth potential.
- Supply-Demand Shift: Micron confirmed that its entire HBM4 supply for 2026 is sold out under binding contracts, with customers now signing three- to five-year supply agreements, representing a significant structural shift that will help smooth out previous demand volatility and enhance the company's long-term stability.
- Valuation Appeal: Despite Micron's recent strong performance, it trades at only 11 times forward earnings, which is undervalued compared to most AI stocks, suggesting substantial growth potential if it continues to exceed market expectations, making it a compelling investment opportunity.
See More
Caution Advised for Tech ETF Investments
- Missing AI Ecosystem Players: Amazon, Alphabet, and Meta play crucial roles in the AI ecosystem, yet their absence from the top holdings of the Vanguard Information Technology ETF due to revenue classification may lead investors to overlook significant opportunities.
- Market Share Insight: With Amazon and Alphabet's cloud platforms collectively holding a 42% market share, their exclusion would leave the AI ecosystem lacking critical infrastructure, potentially stunting industry growth.
- Capital Expenditure Expectations: These three companies are projected to spend between $500 billion and $530 billion in capital expenditures in 2023, with a significant portion allocated to AI initiatives, underscoring their pivotal role in advancing AI technology.
- Investment Strategy Shift: Rather than investing in the Vanguard Information Technology ETF, opting for a Nasdaq-100 ETF like the Invesco QQQ Trust ETF would provide better exposure to the AI sector, as it includes these key players along with other tech giants.
See More
Risks and Opportunities in Tech ETF Investments
- Tech ETF Overview: The Vanguard Information Technology ETF (VGT) shows a +2.69% change with a current price of $112.44 and a trading volume of 3.9 million shares, indicating sustained investor interest in tech stocks, yet it lacks key AI players in its top holdings.
- Holdings Structure Analysis: Over 44% of VGT's top holdings are concentrated in Nvidia, Apple, and Microsoft, while missing Amazon, Alphabet, and Meta, which play crucial roles in the AI ecosystem, highlighting potential missed investment opportunities.
- Missing AI Infrastructure: Amazon and Alphabet together hold a 42% market share in global cloud platforms, and their absence would deprive the AI ecosystem of critical infrastructure, impacting the potential for future AI development.
- Better Investment Options: Given VGT's limitations, investors should consider the Invesco QQQ Trust ETF, which includes Nvidia, Microsoft, and other heavyweight companies in the AI sector, providing a more comprehensive exposure to AI investments.
See More
A Major Investor Invests $12 Million in the Storage Memory Sector.
Whale Investment: The whale "0x3Ed" added $2.668 million USD to HyperLiquid and opened a 20x leveraged long position on the EWY (iShares MSCI South Korea ETF) and DRAM (Memory ETF).
Current Holdings: The whale still holds long positions in MU (Micron Technology) and SNDK (SanDisk), with a total value of $12 million and an unrealized gain of $848,000.
See More
U.S. Stocks Close Higher, Nasdaq Hits Record High
- Strong Market Performance: The S&P 500 rose by 0.84% and the Nasdaq 100 increased by 2.35%, reaching record highs, reflecting market optimism driven by robust corporate earnings despite concerns over the Iran conflict.
- Support from Employment Data: U.S. nonfarm payrolls for April increased by 115,000, surpassing expectations of 65,000, with March figures revised up to 185,000, indicating resilience in the labor market and further boosting stock prices.
- Decline in Consumer Confidence: The University of Michigan's May consumer sentiment index fell to a record low of 48.2, below the expected 49.5, highlighting economic uncertainty that could impact future consumer spending.
- Oil Market Volatility: Iran's seizure of an oil tanker in the Strait of Hormuz led to a rise in WTI crude prices, with expectations that this incident will affect global oil supply, potentially causing further price fluctuations.
See More
Nasdaq Composite Index Rises on Strong Jobs Report
- Positive Jobs Data: The U.S. nonfarm payroll report exceeded expectations, leading to a 1.71% rise in the Nasdaq Composite Index, indicating positive signals of economic recovery that bolster investor confidence and market activity.
- Tech Stocks Surge: This week, tech stocks performed strongly, with Datadog (DDOG) gaining 40.68% as the top winner, followed closely by Micron (MU) at 36.98%, reflecting a resurgence of optimism in the tech sector.
- Market Volatility: Despite declines in sectors such as healthcare, finance, and consumer goods, the Nasdaq remained robust due to gains in chip and AI-related stocks, showcasing the resilience of tech stocks and a trend of market differentiation.
- Investor Sentiment: Analysts suggest that investors should stop overthinking the market rally, emphasizing that the current market movements may be a reasonable response to improving fundamentals, further encouraging investor participation.
See More
