Description RKMA published 18 market research studies on AI in the 1980s and 1990s, participatedin AAAI and IJCAI conferences, and consulted on business applications. ArtificialIntelligence 2026, an annual ebook publication, resumes our assessment of the AI field. Artificial Intelligence 2026 focuses on generative AI (GenAI) and AI agents, explaininghow these systems work and how they are used. Over 50 leading AI tools (e. g., ChatGPT, Claude, Copilot, DALL-E, Gemini, Veo) are described. The workings of AIhardware (i. e., graphics processing units [GPUs], accelerator chips, and AI PCs) areanalyzed. Over 100 use cases are presented for business management, consumer, defense, engineering, financial, healthcare, hospitality, manufacturing, marketing andadvertising, retail, and smart city applications. Several surveys quantify business andconsumer use of GenAI. Artificial Intelligence 2026 provides insight into the $540 billion global AI business withprofiles of leading academic programs, privately held AI companies, publically tradedcorporations, and AI startups. Large U.S. tech firms spent $400 billion in 2025 on the infrastructure needed to run AImodels; by year-end 2028, $3 trillion will have been spent worldwide on data centers. AI 2026 assesses these activities, including projects by Amazon AWS, Google, Meta, Microsoft, Oracle, and Stargate. What will be the impact of AI on business, employment, and society? ArtificialIntelligence 2026 provides findings of numerous studies and surveys that address these issues. Over 200 links direct readers to sources for further information.
Table of Contents
PART I: OVERVIEW
1 MARKET ASSESSMENT
1.1 Scope 1.2 Market Assessment
2 IMPACT OF AI
2.1 Economic Impact 2.2 The Stargate Project 2.3 AI Impact on People and Society 2.4 AI Impact on Business
3 BUSINESS USE OF AI
3.1 Use of Generative AI 3.2 Use by Small- and Medium-Sized Businesses 3.3 Applications of AI in Business 3.4 Survey of CEOs 3.5 Payback from AI Investments
4 CONSUMER USE OF AI
4.1 Use of Artificial Intelligence 4.2 Knowledge About AI 4.3 Student Use 4.4 Use At Work 4.5 Use Among Older Adults
5 AI DATA CENTERS
5.1 Overview 5.2 AI Data Center Construction 5.3 Electric Power Consumption 5.4 Resources
6 AI & EMPLOYMENT
6.1 Overview 6.2 Public Opinion 6.3 AI-Related Employment 6.4 Occupations Most and Least at Risk 6.5 New Job Categories Created by AI
7 GLOBAL COMPETITION
7.1 Global Leaders in AI 7.2 The Global AI Divide
8 ARTIFICIAL GENERAL INTELLIGENCE
8.1 Overview 8.2 Outlook 8.3 Artificial Super Intelligence
12.1 Overview 12.2 Graphics Processing Units 12.3 AI PCs 12.4 Embedded GenAI 12.5 Export Restrictions 12.6 Resources
PART III: APPLICATIONS
13 BUSINESS MANAGEMENT & FINANCIAL APPLICATIONS
13.1 Overview 13.2 Applications in Business Management 13.3 Financial Applications 13.4 Resources
14 CONSUMER APPLICATIONS
14.1 Overview 14.2 Performing Menial Tasks 14.3 AI Summaries in Search 14.4 Language Translation
15 DEFENSE APPLICATIONS
15.1 Overview 15.2 U.S. Air Force Activities 15.3 U.S. Army Activities 15.4 U.S. Navy Activities
16 ENGINEERING & CONSTRUCTION APPLICATIONS
16.1 Overview 16.2 Applicions in Engineering 16.3 Applications in Construction 16.4 3D Printing Buildings 16.5 Resources
17 HEALTHCARE & MEDICAL APPLICATIONS
17.1 Overview 17.2 AI-Enabled Medical Devices 17.3 Clinical Decision Support 17.4 Disease Detection and Diagnostics 17.5 Drug Discovery 17.6 Operational Efficiency 17.7 Patient Engagement & Support 17.8 Personalized Medicine 17.9 Psychotherapy 17.10 Use of Evidence-Based Medical Information 17.11 Resources
18 HOSPITALITY & RESTAURANT APPLICATIONS
18.1 Overview 18.2 Use Cases in Hospitality 18.3 AI Concierge 18.4 Use Cases in Restaurants 18.5 Resources
19 MANUFACTURING APPLICATIONS
19.1 Overview 19.2 Benefits 19.3 Use Cases 19.4 Resources
20 MARKETING & ADVERTISING APPLICATIONS
20.1 AI in Advertising 20.2 AI In Marketing 20.3 Applications In B2B Marketing 20.4 Use Of AI Tools 20.5 Outlook
2 1RETAIL & E-COMMERCE APPLICATIONS
21.1 Overview 21.2 AI Applications in Retail and E-Commerce 21.3 Survey on Retail Use of AI 21.4 Survey on E-Commerce Use of AI 21.5 Resources
22 SMART CITIES
22.1 Overview 22.2 Applications 22.3 City AI Connect 22.4 Government AI Coalition 22.5 Market Resources
PART IV: KEY PLAYERS
23 PROFILES OF AI COMPANIES
23.1 Amazon 23.2 Anthropic 23.3 Apple 23.4 Broadcom 23.5 C3 AI 23.6 CoreWeave 23.7 CrewAI 23.8 Databricks 23.9 Dynatrace 23.10 Google 23.11 IBM 23.12 JPMorgan 23.13 Meta 23.14 Microsoft 23.15 Nvidia 23.16 OpenAI 23.17 Oracle 23.18 Palantir 23.19 Perplexity 23.20 Salesforce 23.21 Scale AI 23.22 SentinelOne 23.23 SoundHound AI 23.24 TempusAI 23.25 UiPath 23.26 Upstart 23.27 xAI
24 PUBLICALLY TRADED COMPANIES
24.1 Overview 24.2 Rank by Market Capitalization
25 PRIVATELY-HELD AI COMPANIES
25.1 Overview 25.2 U.S. Companies 25.3 International Companies
26 AI STARTUPS
26.1 Top AI Startup Venture Capital Funding
27 ACADEMIC PROGRAMS
27.1 AI Rank 27.2 List of Undergraduate Programs 27.3 Top Undergraduate Programs 27.4 Top Doctoral Programs 27.5 International Universities 27.6 AI Certification Programs APPENDIX A - ASSOCIATIONS APPENDIX B - MARKET RESEARCH REPORTS APPENDIX C - ONLINE RESOURCES APPENDIX D - PERIODICALS REFERENCES
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