Vertical: Global AI Spend to Reach $2.52 Trillion in 2026

By: theblockbeats.news|2026/03/14 09:26:15

0

Share

copy

BlockBeats News, March 14th. International research firm Gartner released its latest forecast, predicting that the global AI total expenditure will reach $2.52 trillion in 2026, a 44% increase from 2025. AI is undergoing a fundamental transformation: the foundational layer is experiencing rationalization, while the application layer is witnessing innovation explosion. Gartner summarizes this as "dual-speed development" — where foundational models are maturing, and the application layer is accelerating innovation.

Gartner points out that by 2026, generative AI has entered the "trough of disillusionment" on the technology maturity curve. This is not a technological failure but a necessary correction as the market returns to rationality. Research by the Massachusetts Institute of Technology's Project NANDA team shows that 95% of enterprise generative AI pilot projects have not delivered measurable business value, highlighting serious implementation challenges.

Enterprise procurement strategies are shifting towards pragmatism, leaning more towards obtaining embedded AI capabilities from existing software vendors, signaling that AI is becoming a standard feature of enterprise software. Pragmatic procurement has not hindered infrastructure investment. The report indicates that AI infrastructure spending will reach $1.36 trillion in 2026, a growth of approximately 49% from 2025.

The application layer is experiencing an innovation explosion. Gartner predicts that by 2028, over half of the generative AI models used by enterprises will be domain-specific models, with strong momentum already evident in 2026.

Agentive AI emerges as a core technology trend in 2026. Unlike traditional generative AI, AI agents can autonomously make decisions, plan, and execute tasks. For example, in cloud cost optimization, AI agents can continuously monitor and auto-tune, shifting cost optimization from "post-event visibility" to "continuous execution." Multi-agent systems further amplify this capability.

-- Price

You may also like

Particle Founder: The entrepreneurial insights I have gained the most from in the past year

Particle Founder: The entrepreneurial insights I have gained the most from in the past year

Stop lean startup, stop lightning entrepreneurship, and think carefully about what your product aspirations are.

Huang Renxun's latest podcast transcript: The future of Nvidia, the development of embodied intelligence and agents, the explosion of inference demand, and the public relations crisis of artificial intelligence

Huang Renxun's latest podcast transcript: The future of Nvidia, the development of embodied intelligence and agents, the explosion of inference demand, and the public relations crisis of artificial intelligence

The competition in the future is not just about whose model is larger or whose computing power is stronger, but also about who understands the industry better, who can embed AI more deeply into real processes, and who can organize these capabilities into a runnable and scalable system.

OKX Ventures Research Report: AI Agent Economic Infrastructure Research Report (Part 1)

OKX Ventures Research Report: AI Agent Economic Infrastructure Research Report (Part 1)

The existing infrastructure is hostile to the Agent economy. Agents can think and act independently at the "capability level," but at the "economic level," they are still locked into infrastructure designed for humans.

The migration of settlement rights: B18 and the institutional starting point of on-chain banks

The migration of settlement rights: B18 and the institutional starting point of on-chain banks

In the traditional system, banks decide the settlement; in the on-chain system, code begins to take over this responsibility.

From Tencent and Circle: Looking at the Simple and Difficult Questions of Investment

From Tencent and Circle: Looking at the Simple and Difficult Questions of Investment

The AI narrative continues to ferment, but the recent performance of related stocks varies, with some in the midst of summer and others as if in winter.

The second half of stablecoins no longer belongs to the crypto circle

The second half of stablecoins no longer belongs to the crypto circle

What Coinbase doesn't want, Mastercard is eager to buy.

Cursor "Shell" Kimi Controversy Reversed: From Copyright Infringement Allegations to Authorized Collaboration, China's Open Source Model Once Again Becomes a Global AI Foundation

Cursor "Shell" Kimi Controversy Reversed: From Copyright Infringement Allegations to Authorized Collaboration, China's Open Source Model Once Again Becomes a Global AI Foundation

Cursor was accused of being based on Kimi K2.5, which sparked controversy, and was later confirmed to be compliant through Fireworks AI due diligence.

The Real Reason Tokens Don't Sell: 90% of Crypto Projects Overlook Investor Relations

The Real Reason Tokens Don't Sell: 90% of Crypto Projects Overlook Investor Relations

Provide an Investor Relations Best Practices Guide for Crypto Projects.

Is the income of pump.fun real, earning a million dollars a day despite the market downturn?

Is the income of pump.fun real, earning a million dollars a day despite the market downturn?

If it can really earn this much, what is the reason for the low price of $PUMP?

The real reason why tokens are not selling: 90% of crypto projects neglect investor relations

The real reason why tokens are not selling: 90% of crypto projects neglect investor relations

Investor Relations Practice Guide for Cryptocurrency Projects.

Who is the true winner of the "Tokenization" narrative?

Who is the true winner of the "Tokenization" narrative?

Virtually everyone benefits, but the reason for the benefit, the timing, and the underlying logic are completely different.

Moss: The Era of AI-Traded by Anyone | Project Introduction

Moss: The Era of AI-Traded by Anyone | Project Introduction

AI Trading Agent is rapidly growing its infrastructure.

Chip Smuggling Case Exposes Regulatory Loophole | Rewire News Evening Update

Chip Smuggling Case Exposes Regulatory Loophole | Rewire News Evening Update

AI chips have become a strategic asset more sensitive than missiles

How a Structured AI Crypto Trading Bot Won at the WEEX Hackathon

How a Structured AI Crypto Trading Bot Won at the WEEX Hackathon

Ritmex demonstrates how disciplined risk control and structured signals can make an AI crypto trading bot more stable and reliable on WEEX, highlighting the importance of combining execution discipline with scalable AI trading systems.

Old Indicator Fails, Three Major New Signals Emerge: BTC True Bottom May Still Be Below $60K

Old Indicator Fails, Three Major New Signals Emerge: BTC True Bottom May Still Be Below $60K

When the grocery shopping auntie on the subway, or Tony the hairdresser, start asking you about BTC, crypto, and cryptocurrency investments, selling immediately will be the only best option.

Meeting OpenClaw Founder at a Hackathon: What Else Can Lobsters Do?

Meeting OpenClaw Founder at a Hackathon: What Else Can Lobsters Do?

Imperial College London MetaGame: AI Agent × Web3 Landing Three Major Directions.

Huang Renxun's Latest Podcast Transcript: NVIDIA's Future, Embodied Intelligence and Agent Development, Soaring Demand for Inferencing, and AI's PR Crisis

Huang Renxun's Latest Podcast Transcript: NVIDIA's Future, Embodied Intelligence and Agent Development, Soaring Demand for Inferencing, and AI's PR Crisis

The future of competition is not only about whose model is bigger, whose computing power is stronger, but also about who understands the industry better, who can more deeply integrate AI into real processes, and who can organize these capabilities into a set of executable, scalable systems

How a Structured AI Crypto Trading Bot Won at the WEEX Hackathon

How a Structured AI Crypto Trading Bot Won at the WEEX Hackathon

Crypto_Trade shows how structured inputs and controlled adaptability can build a more stable and reliable AI crypto trading bot within the WEEX AI Trading Hackathon, highlighting a practical path toward scalable AI trading systems.

Particle Founder: The entrepreneurial insights I have gained the most from in the past year

Stop lean startup, stop lightning entrepreneurship, and think carefully about what your product aspirations are.

Huang Renxun's latest podcast transcript: The future of Nvidia, the development of embodied intelligence and agents, the explosion of inference demand, and the public relations crisis of artificial intelligence

The competition in the future is not just about whose model is larger or whose computing power is stronger, but also about who understands the industry better, who can embed AI more deeply into real processes, and who can organize these capabilities into a runnable and scalable system.

OKX Ventures Research Report: AI Agent Economic Infrastructure Research Report (Part 1)

The existing infrastructure is hostile to the Agent economy. Agents can think and act independently at the "capability level," but at the "economic level," they are still locked into infrastructure designed for humans.

The migration of settlement rights: B18 and the institutional starting point of on-chain banks

In the traditional system, banks decide the settlement; in the on-chain system, code begins to take over this responsibility.

From Tencent and Circle: Looking at the Simple and Difficult Questions of Investment

The AI narrative continues to ferment, but the recent performance of related stocks varies, with some in the midst of summer and others as if in winter.

The second half of stablecoins no longer belongs to the crypto circle

What Coinbase doesn't want, Mastercard is eager to buy.

Popular coins

Latest Crypto News

02:42

Data: 215.6 BTC transferred from an anonymous address, then routed to another anonymous address

According to Arkham data, at 00:53, 215.6 BTC (worth approximately $15.1068 million) was transferred from one anonymous address (starting with bc1qc2mx...) to another anonymous address (starting with bc1qjzd...). Subsequently, that address transferred part of the BTC (214.6 BTC) to another anonymous...

02:42

Data: If BTC falls below $66,914, the cumulative long liquidation intensity on major CEX will reach $993 million

According to Coinglass data, if BTC falls below $66,914, the cumulative long liquidation intensity on major CEXs will reach $993 million. Conversely, if BTC breaks above $73,849, the cumulative short liquidation intensity on major CEXs will reach $906 million.

02:42

Data: If ETH falls below $2,045, the cumulative long liquidation intensity on major CEXs will reach $778 million

According to Coinglass data, if ETH falls below $2,045, the cumulative long liquidation intensity on mainstream CEX will reach $778 million. Conversely, if ETH breaks above $2,254, the cumulative short liquidation intensity on mainstream CEX will reach $607 million.

00:42

Bitwise's BSOL has become the largest asset management scale Solana staking ETP

According to Blockworks, BSOL (the Solana staking ETP launched by Bitwise) has become the largest Solana staking ETP by assets under management (AUM).Over $1.8 billion in SOL is staked through the ETP, of which $600 million is held by BSOL owned by Bitwise.

00:42

This week, the US Ethereum spot ETF had a cumulative net outflow of 60 million dollars, while the Solana spot ETF had a net inflow of 20.4 million dollars

According to Farside monitoring data, this week the US Ethereum spot ETF had a cumulative net outflow of 60 million dollars, while the Solana spot ETF had a cumulative net inflow of 20.4 million dollars.