Selected research
Market Analysis & Forecast
Global CPU and Multiple GPUs AI Server Market Analysis and Forecast 2026-2032
Market perspective
The global CPU and Multiple GPUs AI Server market is projected to grow from US$ million in 2026 to US$ million by 2032, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.
CPU and Multiple GPUs AI Server's global sales reached XX (k units) with a value of US$ XX Million, marking an change of XX% compared to the previous year. This performance has positioned IBM as the global sales leader, a title it has maintained for several consecutive years. Notably, IBM's performance in primary markets is also remarkable. In the Chinese market, sales were XX (k units), a change of XX% from the previous year. In Europe, sales were XX (k units), showing a year-on-year of XX%. In the US, sales were XX (k units), a year-on-year change of XX%.
The major global manufacturers in the CPU and Multiple GPUs AI Server market include IBM, HPE, Huawei, Inspur Systems, Dell, Lenovo, Wingtech Technology and Tsinghua Unigroup, etc. In 2025, the top three vendors accounted for approximately % of the revenue.
Read the full market overview
In terms of production side, this report researches the CPU and Multiple GPUs AI Server production, growth rate, market share by manufacturers and by region (region level and country level), from 2021 to 2026, and forecast to 2032.
In terms of consumption side, this report focuses on the sales of CPU and Multiple GPUs AI Server by region (region level and country level), by Company, by Type and by Application. from 2021 to 2026 and forecast to 2032.
This report presents an overview of global market for CPU and Multiple GPUs AI Server, capacity, output, revenue and price. Analyses of the global market trends, with historic market revenue or sales data for 2021 - 2025, estimates for 2026, and projections of CAGR through 2032.
This report researches the key producers of CPU and Multiple GPUs AI Server, also provides the consumption of main regions and countries. Of the upcoming market potential for CPU and Multiple GPUs AI Server, and key regions or countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.
This report focuses on the CPU and Multiple GPUs AI Server sales, revenue, market share and industry ranking of main manufacturers, data from 2021 to 2026. Identification of the major stakeholders in the global CPU and Multiple GPUs AI Server market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.
This report analyzes the segments data by Type and by Application, sales, revenue, and price, from 2021 to 2032. Evaluation and forecast the market size for CPU and Multiple GPUs AI Server sales, projected growth trends, production technology, application and end-user industry.
CPU and Multiple GPUs AI Server Segment by Company
IBM
HPE
Huawei
Inspur Systems
Dell
Lenovo
Wingtech Technology
Tsinghua Unigroup
CPU and Multiple GPUs AI Server Segment by Type
AI Data Server
AI Training Server
AI Inference Server
CPU and Multiple GPUs AI Server Segment by Application
BFSI
IT and Telecom
National Defense
Medical
Others
CPU and Multiple GPUs AI Server Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Colombia
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global status and future forecast, involving, production, value, consumption, growth rate (CAGR), market share, historical and forecast.
2. To present the key manufacturers, capacity, production, revenue, market share, and Recent Developments.
3. To split the breakdown data by regions, type, manufacturers, and Application.
4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify significant trends, drivers, influence factors in global and regions.
6. To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global CPU and Multiple GPUs AI Server market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of CPU and Multiple GPUs AI Server and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of CPU and Multiple GPUs AI Server.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by type and by application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 3: CPU and Multiple GPUs AI Server production/output of global and key producers (regions/countries). It provides a quantitative analysis of the production, and development potential of each producer in the next six years.
Chapter 4: Sales (consumption), revenue of CPU and Multiple GPUs AI Server in global, regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 5: Detailed analysis of CPU and Multiple GPUs AI Server manufacturers competitive landscape, price, sales, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.
Chapter 6: Provides the analysis of various market segments by type, covering the sales, revenue, average price, and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 7: Provides the analysis of various market segments by application, covering the sales, revenue, average price, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 8: Provides profiles of key manufacturers, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, CPU and Multiple GPUs AI Server sales, revenue, price, gross margin, and recent development, etc.
Chapter 9: North America by type, by application and by country, sales, and revenue for each segment.
Chapter 10: Europe by type, by application and by country, sales, and revenue for each segment.
Chapter 11: China by type, by application, sales, and revenue for each segment.
Chapter 12: Asia (Excluding China) by type, by application and by region, sales, and revenue for each segment.
Chapter 13: South America, Middle East and Africa by type, by application and by country, sales, and revenue for each segment.
Chapter 14: Analysis of industrial chain, sales channel, key raw materials, distributors and customers.
Chapter 15: The main concluding insights of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- AI Data Server
- AI Training Server
- AI Inference Server
Applications
- BFSI
- IT and Telecom
- National Defense
- Medical
- Others
Companies covered
- IBM
- HPE
- Huawei
- Inspur Systems
- Dell
- Lenovo
- Wingtech Technology
- Tsinghua Unigroup
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 CPU and Multiple GPUs AI Server Market by Type
- 1.2.1 Global CPU and Multiple GPUs AI Server Market Size by Type, 2021 VS 2025 VS 2032
- 1.2.2 AI Data Server
- 1.2.3 AI Training Server
- 1.2.4 AI Inference Server
- 1.3 CPU and Multiple GPUs AI Server Market by Application
- 1.3.1 Global CPU and Multiple GPUs AI Server Market Size by Application, 2021 VS 2025 VS 2032
- 1.3.2 BFSI
- 1.3.3 IT and Telecom
- 1.3.4 National Defense
- 1.3.5 Medical
- 1.3.6 Others
- 1.4 Assumptions and Limitations
- 1.5 Study Goals and Objectives
2 CPU and Multiple GPUs AI Server Market Dynamics
- 2.1 CPU and Multiple GPUs AI Server Industry Trends
- 2.2 CPU and Multiple GPUs AI Server Industry Drivers
- 2.3 CPU and Multiple GPUs AI Server Industry Opportunities and Challenges
- 2.4 CPU and Multiple GPUs AI Server Industry Restraints
3 Global CPU and Multiple GPUs AI Server Production Overview
- 3.1 Global CPU and Multiple GPUs AI Server Production Capacity (2021-2032)
- 3.2 Global CPU and Multiple GPUs AI Server Production by Region: 2021 VS 2025 VS 2032
- 3.3 Global CPU and Multiple GPUs AI Server Production by Region
- 3.3.1 Global CPU and Multiple GPUs AI Server Production by Region (2021-2026)
- 3.3.2 Global CPU and Multiple GPUs AI Server Production by Region (2027-2032)
- 3.3.3 Global CPU and Multiple GPUs AI Server Production Market Share by Region (2021-2032)
- 3.4 North America
- 3.5 Europe
- 3.6 China
- 3.7 Japan
- 3.8 South Korea
4 Global Market Growth Prospects
- 4.1 Global CPU and Multiple GPUs AI Server Revenue Estimates and Forecasts (2021-2032)
- 4.2 Global CPU and Multiple GPUs AI Server Revenue by Region
- 4.2.1 Global CPU and Multiple GPUs AI Server Revenue by Region: 2021 VS 2025 VS 2032
- 4.2.2 Global CPU and Multiple GPUs AI Server Revenue by Region (2021-2026)
- 4.2.3 Global CPU and Multiple GPUs AI Server Revenue by Region (2027-2032)
- 4.2.4 Global CPU and Multiple GPUs AI Server Revenue Market Share by Region (2021-2032)
- 4.3 Global CPU and Multiple GPUs AI Server Sales Estimates and Forecasts 2021-2032
- 4.4 Global CPU and Multiple GPUs AI Server Sales by Region
- 4.4.1 Global CPU and Multiple GPUs AI Server Sales by Region: 2021 VS 2025 VS 2032
- 4.4.2 Global CPU and Multiple GPUs AI Server Sales by Region (2021-2026)
- 4.4.3 Global CPU and Multiple GPUs AI Server Sales by Region (2027-2032)
- 4.4.4 Global CPU and Multiple GPUs AI Server Sales Market Share by Region (2021-2032)
- 4.5 North America
- 4.6 Europe
- 4.7 China
- 4.8 Asia (Excluding China)
- 4.9 South America, Middle East and Africa
5 Market Competitive Landscape by Manufacturers
- 5.1 Global CPU and Multiple GPUs AI Server Revenue by Manufacturers
- 5.1.1 Global CPU and Multiple GPUs AI Server Revenue by Manufacturers (2021-2026)
- 5.1.2 Global CPU and Multiple GPUs AI Server Revenue Market Share by Manufacturers (2021-2026)
- 5.1.3 Global CPU and Multiple GPUs AI Server Manufacturers Revenue Share Top 10 and Top 5 in 2025
- 5.2 Global CPU and Multiple GPUs AI Server Sales by Manufacturers
- 5.2.1 Global CPU and Multiple GPUs AI Server Sales by Manufacturers (2021-2026)
- 5.2.2 Global CPU and Multiple GPUs AI Server Sales Market Share by Manufacturers (2021-2026)
- 5.2.3 Global CPU and Multiple GPUs AI Server Manufacturers Sales Share Top 10 and Top 5 in 2025
- 5.3 Global CPU and Multiple GPUs AI Server Sales Price by Manufacturers (2021-2026)
- 5.4 Global CPU and Multiple GPUs AI Server Key Manufacturers Ranking, 2024 VS 2025 VS 2026
- 5.5 Global CPU and Multiple GPUs AI Server Key Manufacturers Manufacturing Sites & Headquarters
- 5.6 Global CPU and Multiple GPUs AI Server Manufacturers, Product Type & Application
- 5.7 Global CPU and Multiple GPUs AI Server Manufacturers Commercialization Time
- 5.8 Market Competitive Analysis
- 5.8.1 Global CPU and Multiple GPUs AI Server Market CR5 and HHI
- 5.8.2 2025 CPU and Multiple GPUs AI Server Tier 1, Tier 2, and Tier 3
6 CPU and Multiple GPUs AI Server Market by Type
- 6.1 Global CPU and Multiple GPUs AI Server Revenue by Type
- 6.1.1 Global CPU and Multiple GPUs AI Server Revenue by Type (2021-2032) & (US$ Million)
- 6.1.2 Global CPU and Multiple GPUs AI Server Revenue Market Share by Type (2021-2032)
- 6.2 Global CPU and Multiple GPUs AI Server Sales by Type
- 6.2.1 Global CPU and Multiple GPUs AI Server Sales by Type (2021-2032) & (k units)
- 6.2.2 Global CPU and Multiple GPUs AI Server Sales Market Share by Type (2021-2032)
- 6.3 Global CPU and Multiple GPUs AI Server Price by Type
7 CPU and Multiple GPUs AI Server Market by Application
- 7.1 Global CPU and Multiple GPUs AI Server Revenue by Application
- 7.1.1 Global CPU and Multiple GPUs AI Server Revenue by Application (2021-2032) & (US$ Million)
- 7.1.2 Global CPU and Multiple GPUs AI Server Revenue Market Share by Application (2021-2032)
- 7.2 Global CPU and Multiple GPUs AI Server Sales by Application
- 7.2.1 Global CPU and Multiple GPUs AI Server Sales by Application (2021-2032) & (k units)
- 7.2.2 Global CPU and Multiple GPUs AI Server Sales Market Share by Application (2021-2032)
- 7.3 Global CPU and Multiple GPUs AI Server Price by Application
8 Company Profiles
- 8.1 IBM
- 8.1.1 IBM Company Information
- 8.1.2 IBM Business Overview
- 8.1.3 IBM CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.1.4 IBM CPU and Multiple GPUs AI Server Product Portfolio
- 8.1.5 IBM Recent Developments
- 8.2 HPE
- 8.2.1 HPE Company Information
- 8.2.2 HPE Business Overview
- 8.2.3 HPE CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.2.4 HPE CPU and Multiple GPUs AI Server Product Portfolio
- 8.2.5 HPE Recent Developments
- 8.3 Huawei
- 8.3.1 Huawei Company Information
- 8.3.2 Huawei Business Overview
- 8.3.3 Huawei CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.3.4 Huawei CPU and Multiple GPUs AI Server Product Portfolio
- 8.3.5 Huawei Recent Developments
- 8.4 Inspur Systems
- 8.4.1 Inspur Systems Company Information
- 8.4.2 Inspur Systems Business Overview
- 8.4.3 Inspur Systems CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.4.4 Inspur Systems CPU and Multiple GPUs AI Server Product Portfolio
- 8.4.5 Inspur Systems Recent Developments
- 8.5 Dell
- 8.5.1 Dell Company Information
- 8.5.2 Dell Business Overview
- 8.5.3 Dell CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.5.4 Dell CPU and Multiple GPUs AI Server Product Portfolio
- 8.5.5 Dell Recent Developments
- 8.6 Lenovo
- 8.6.1 Lenovo Company Information
- 8.6.2 Lenovo Business Overview
- 8.6.3 Lenovo CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.6.4 Lenovo CPU and Multiple GPUs AI Server Product Portfolio
- 8.6.5 Lenovo Recent Developments
- 8.7 Wingtech Technology
- 8.7.1 Wingtech Technology Company Information
- 8.7.2 Wingtech Technology Business Overview
- 8.7.3 Wingtech Technology CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.7.4 Wingtech Technology CPU and Multiple GPUs AI Server Product Portfolio
- 8.7.5 Wingtech Technology Recent Developments
- 8.8 Tsinghua Unigroup
- 8.8.1 Tsinghua Unigroup Company Information
- 8.8.2 Tsinghua Unigroup Business Overview
- 8.8.3 Tsinghua Unigroup CPU and Multiple GPUs AI Server Sales, Revenue, Price and Gross Margin (2021-2026)
- 8.8.4 Tsinghua Unigroup CPU and Multiple GPUs AI Server Product Portfolio
- 8.8.5 Tsinghua Unigroup Recent Developments
9 North America
- 9.1 North America CPU and Multiple GPUs AI Server Market Size by Type
- 9.1.1 North America CPU and Multiple GPUs AI Server Revenue by Type (2021-2032)
- 9.1.2 North America CPU and Multiple GPUs AI Server Sales by Type (2021-2032)
- 9.1.3 North America CPU and Multiple GPUs AI Server Price by Type (2021-2032)
- 9.2 North America CPU and Multiple GPUs AI Server Market Size by Application
- 9.2.1 North America CPU and Multiple GPUs AI Server Revenue by Application (2021-2032)
- 9.2.2 North America CPU and Multiple GPUs AI Server Sales by Application (2021-2032)
- 9.2.3 North America CPU and Multiple GPUs AI Server Price by Application (2021-2032)
- 9.3 North America CPU and Multiple GPUs AI Server Market Size by Country
- 9.3.1 North America CPU and Multiple GPUs AI Server Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 9.3.2 North America CPU and Multiple GPUs AI Server Sales by Country (2021 VS 2025 VS 2032)
- 9.3.3 North America CPU and Multiple GPUs AI Server Price by Country (2021-2032)
- 9.3.4 United States
- 9.3.5 Canada
- 9.3.6 Mexico
10 Europe
- 10.1 Europe CPU and Multiple GPUs AI Server Market Size by Type
- 10.1.1 Europe CPU and Multiple GPUs AI Server Revenue by Type (2021-2032)
- 10.1.2 Europe CPU and Multiple GPUs AI Server Sales by Type (2021-2032)
- 10.1.3 Europe CPU and Multiple GPUs AI Server Price by Type (2021-2032)
- 10.2 Europe CPU and Multiple GPUs AI Server Market Size by Application
- 10.2.1 Europe CPU and Multiple GPUs AI Server Revenue by Application (2021-2032)
- 10.2.2 Europe CPU and Multiple GPUs AI Server Sales by Application (2021-2032)
- 10.2.3 Europe CPU and Multiple GPUs AI Server Price by Application (2021-2032)
- 10.3 Europe CPU and Multiple GPUs AI Server Market Size by Country
- 10.3.1 Europe CPU and Multiple GPUs AI Server Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 10.3.2 Europe CPU and Multiple GPUs AI Server Sales by Country (2021 VS 2025 VS 2032)
- 10.3.3 Europe CPU and Multiple GPUs AI Server Price by Country (2021-2032)
- 10.3.4 Germany
- 10.3.5 France
- 10.3.6 U.K.
- 10.3.7 Italy
- 10.3.8 Russia
- 10.3.9 Spain
- 10.3.10 Netherlands
- 10.3.11 Switzerland
- 10.3.12 Sweden
11 China
- 11.1 China CPU and Multiple GPUs AI Server Market Size by Type
- 11.1.1 China CPU and Multiple GPUs AI Server Revenue by Type (2021-2032)
- 11.1.2 China CPU and Multiple GPUs AI Server Sales by Type (2021-2032)
- 11.1.3 China CPU and Multiple GPUs AI Server Price by Type (2021-2032)
- 11.2 China CPU and Multiple GPUs AI Server Market Size by Application
- 11.2.1 China CPU and Multiple GPUs AI Server Revenue by Application (2021-2032)
- 11.2.2 China CPU and Multiple GPUs AI Server Sales by Application (2021-2032)
- 11.2.3 China CPU and Multiple GPUs AI Server Price by Application (2021-2032)
12 Asia (Excluding China)
- 12.1 Asia CPU and Multiple GPUs AI Server Market Size by Type
- 12.1.1 Asia CPU and Multiple GPUs AI Server Revenue by Type (2021-2032)
- 12.1.2 Asia CPU and Multiple GPUs AI Server Sales by Type (2021-2032)
- 12.1.3 Asia CPU and Multiple GPUs AI Server Price by Type (2021-2032)
- 12.2 Asia CPU and Multiple GPUs AI Server Market Size by Application
- 12.2.1 Asia CPU and Multiple GPUs AI Server Revenue by Application (2021-2032)
- 12.2.2 Asia CPU and Multiple GPUs AI Server Sales by Application (2021-2032)
- 12.2.3 Asia CPU and Multiple GPUs AI Server Price by Application (2021-2032)
- 12.3 Asia CPU and Multiple GPUs AI Server Market Size by Country
- 12.3.1 Asia CPU and Multiple GPUs AI Server Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 12.3.2 Asia CPU and Multiple GPUs AI Server Sales by Country (2021 VS 2025 VS 2032)
- 12.3.3 Asia CPU and Multiple GPUs AI Server Price by Country (2021-2032)
- 12.3.4 Japan
- 12.3.5 South Korea
- 12.3.6 India
- 12.3.7 Australia
- 12.3.8 Taiwan
- 12.3.9 Southeast Asia
13 South America, Middle East and Africa
- 13.1 SAMEA CPU and Multiple GPUs AI Server Market Size by Type
- 13.1.1 SAMEA CPU and Multiple GPUs AI Server Revenue by Type (2021-2032)
- 13.1.2 SAMEA CPU and Multiple GPUs AI Server Sales by Type (2021-2032)
- 13.1.3 SAMEA CPU and Multiple GPUs AI Server Price by Type (2021-2032)
- 13.2 SAMEA CPU and Multiple GPUs AI Server Market Size by Application
- 13.2.1 SAMEA CPU and Multiple GPUs AI Server Revenue by Application (2021-2032)
- 13.2.2 SAMEA CPU and Multiple GPUs AI Server Sales by Application (2021-2032)
- 13.2.3 SAMEA CPU and Multiple GPUs AI Server Price by Application (2021-2032)
- 13.3 SAMEA CPU and Multiple GPUs AI Server Market Size by Country
- 13.3.1 SAMEA CPU and Multiple GPUs AI Server Revenue Grow Rate by Country (2021 VS 2025 VS 2032)
- 13.3.2 SAMEA CPU and Multiple GPUs AI Server Sales by Country (2021 VS 2025 VS 2032)
- 13.3.3 SAMEA CPU and Multiple GPUs AI Server Price by Country (2021-2032)
- 13.3.4 Brazil
- 13.3.5 Argentina
- 13.3.6 Chile
- 13.3.7 Colombia
- 13.3.8 Peru
- 13.3.9 Saudi Arabia
- 13.3.10 Israel
- 13.3.11 UAE
- 13.3.12 Turkey
- 13.3.13 Iran
- 13.3.14 Egypt
14 Value Chain and Sales Channels Analysis
- 14.1 CPU and Multiple GPUs AI Server Value Chain Analysis
- 14.1.1 CPU and Multiple GPUs AI Server Key Raw Materials
- 14.1.2 Raw Materials Key Suppliers
- 14.1.3 Manufacturing Cost Structure
- 14.1.4 CPU and Multiple GPUs AI Server Production Mode & Process
- 14.2 CPU and Multiple GPUs AI Server Sales Channels Analysis
- 14.2.1 Direct Comparison with Distribution Share
- 14.2.2 CPU and Multiple GPUs AI Server Distributors
- 14.2.3 CPU and Multiple GPUs AI Server Customers
15 Concluding Insights
16 Appendix
- 16.1 Reasons for Doing This Study
- 16.2 Research Methodology
- 16.3 Research Process
- 16.4 Authors List of This Report
- 16.5 Data Source
- 16.5.1 Secondary Sources
- 16.5.2 Primary Sources
- 16.6 Disclaimer
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